Tutorial Part VI — Population analysis in R

Introduction

This is a brief tutorial about constructing and analyzing relatively simple Cormack-Jolly-Seber capture-mark-recapture (CMR) models in R. For this we use the R package “marked” (Laake et al. 2013).

First we get an overview of the data, then we develop different models and finally we analyse and visualize the results.

Setup

Load (and install) the following packages:

package.list=c("here",
               "marked",
               "skimr",
               "tidyverse",
               "sf",
               "tmap",
               "devtools",
               "rnaturalearthdata" 
               )

for (package in package.list) {
  if (!require(package, character.only=T, quietly=T)) {
    install.packages(package)
    library(package, character.only=T)
  }
}


remotes::install_github("EcoDynIZW/d6berlin")
library("d6berlin")

# set a seed, i.e. we create the same random numbers
set.seed(123)

set the theme for some ggplots:

theme_set(
  theme(
    panel.grid = element_blank(),
    panel.background = element_rect(fill = "white"),
    panel.border = element_rect(
      colour = "black",
      fill = NA,
      linewidth = 1
    ),
    axis.ticks = element_line(colour = "black", linewidth = 1),
    axis.ticks.length = unit(0.2, "cm")
  )
)

Load and manipulate data

Here, we want to directly set some columns as factors for all subsequent analyses:

starlings <-
  read_csv(here("data", "data_berlin", "animal_data", "starlings.csv")) %>%
  # mutate creates or manipulates columns
  mutate(
    sex = as.factor(sex),
    habitat = as.factor(habitat),
    infected = as.factor(infected)
  ) %>%
  rename(ID = "...1")

# Short overview
skim(starlings)
Data summary
Name starlings
Number of rows 605
Number of columns 5
_______________________
Column type frequency:
character 1
factor 3
numeric 1
________________________
Group variables None

Variable type: character

skim_variable n_missing complete_rate min max empty n_unique whitespace
ch 0 1 7 7 0 32 0

Variable type: factor

skim_variable n_missing complete_rate ordered n_unique top_counts
sex 0 1.00 FALSE 2 Fem: 323, Mal: 282
habitat 0 1.00 FALSE 2 urb: 311, rur: 294
infected 202 0.67 FALSE 2 Yes: 214, No: 189

Variable type: numeric

skim_variable n_missing complete_rate mean sd p0 p25 p50 p75 p100 hist
ID 0 1 303 174.79 1 152 303 454 605 ▇▇▇▇▇

Each row in this table represents one individual. We have 5 columns in this dataset: ID, the individual identifier, ch, the capture history (0 = undetected, 1 = detected),the sex of the captured individuals, the habitat type the birds were captured, and health status, i.e. if birds were infected

Explore capture locations

#load environmental data on capturing
locations <-
  read_csv(here(
    "data",
    "data_berlin",
    "animal_data",
    "starlings_capture_location_data.csv"
  ))

# Short overview
skim(locations)
Data summary
Name locations
Number of rows 2
Number of columns 10
_______________________
Column type frequency:
character 1
numeric 9
________________________
Group variables None

Variable type: character

skim_variable n_missing complete_rate min max empty n_unique whitespace
Habitat 0 1 5 5 0 2 0

Variable type: numeric

skim_variable n_missing complete_rate mean sd p0 p25 p50 p75 p100 hist
Lon 0 1 13.57 0.19 13.44 13.51 13.57 13.64 13.71 ▇▁▁▁▇
Lat 0 1 52.44 0.05 52.40 52.42 52.44 52.45 52.47 ▇▁▁▁▇
temperature_2016 0 1 30.25 1.06 29.50 29.88 30.25 30.62 31.00 ▇▁▁▁▇
temperature_2017 0 1 39.00 5.66 35.00 37.00 39.00 41.00 43.00 ▇▁▁▁▇
temperature_2018 0 1 33.50 3.54 31.00 32.25 33.50 34.75 36.00 ▇▁▁▁▇
temperature_2019 0 1 28.50 2.12 27.00 27.75 28.50 29.25 30.00 ▇▁▁▁▇
temperature_2020 0 1 28.50 0.71 28.00 28.25 28.50 28.75 29.00 ▇▁▁▁▇
temperature_2021 0 1 30.00 1.41 29.00 29.50 30.00 30.50 31.00 ▇▁▁▁▇
temperature_2022 0 1 29.50 1.41 28.50 29.00 29.50 30.00 30.50 ▇▁▁▁▇ 
#transform our locations into a spatial sf-object
loc_sf <- st_as_sf(locations, coords = c("Lon", "Lat"), crs = 4326)

#plot the locations
d6berlin::base_map_imp(globe = TRUE, resolution = 500)+
  geom_sf(data=loc_sf%>%st_transform(crs=3035),aes(col=Habitat),size=5)+
  guides(color = guide_legend(direction = "horizontal",
                              title.position = "top", 
                              title.hjust = .5))

# or interactive plot:

# tmap_mode("View")
# tm_shape(loc_sf) + tm_dots(col = "Habitat", size = 2)

Plot the capturing data

# Capture histories
starlings %>%
  ggplot(mapping = aes(x = ch)) +
  geom_bar(colour = "#262674", fill = "#262674") +
  scale_y_continuous(
    limits = c(0, 40),
    breaks = seq(0, 40, by = 10),
    expand = c(.001, .001)
  ) +
  labs(x = "capture histories") +
  theme(axis.text.x = element_text(angle = 45))

# Sex
starlings %>%
  ggplot(mapping = aes(x = sex, fill = sex)) +
  geom_bar() +
  scale_fill_manual(values = c(Female = "salmon", Male = "lightblue"))

# Sex and capture histories
starlings %>%
  ggplot(mapping = aes(x = ch, fill = sex)) +
  geom_bar(position = "stack") +
  scale_y_continuous(
    limits = c(0, 40),
    breaks = seq(0, 40, by = 10),
    expand = c(.001, .001)
  ) +
  labs(x = "capture histories", fill = "sex") +
  theme(axis.text.x = element_text(angle = 45)) +
  scale_fill_manual(values = c(Female = "salmon", Male = "lightblue"))

Plot environmental data

#data can be in wide or long format, often long-format is preferred
locations_long <- locations %>%
  pivot_longer(names_to = "year",
               values_to = "temp",
               cols = starts_with("Temp"))


# check max. temperatures between habitats

ggplot(locations_long, aes(x = year, y = temp, group = Habitat)) +
  geom_line(aes(col = Habitat), linewidth = 2) +
  scale_colour_manual(values = c(urban = "darkgoldenrod", rural = "darkblue"))

Basic Cormack-Jolly-Seber models

The default model uses constant detection and survival probabilities and constant time intervals between captures. We fit the model and have a look at the results. Please note: The estimates are on a logit scale

#models require data frames, tibbles produce errors.
starlings <- starlings %>%
  as.data.frame()
#apply basic crm model
cjs_m1 <- crm(data = starlings)
#take a look
cjs_m1
## 
## crm Model Summary
## 
## Npar :  2
## -2lnL:  1291.825
## AIC  :  1295.825
## 
## Beta
##                   Estimate
## Phi.(Intercept) 0.06757843
## p.(Intercept)   2.22899510

Npar = number of parameters -2lnL = 2 log(Likelihood) of the fitted model AIC = Akaikes Information Criterion Phi = Survival probability between capture events p = capture probability per capture event

Estimate parameters on real scale

Write a function to assess results more intuitively on the real scale instead of the logit-scale. We can just paste our results from the previous model output

# write function
inverse_logit <- function(x) {
  exp(x) / (1 + exp(x))
  
}

#e.g.
inverse_logit(0.06757844) # this is our survival probability
## [1] 0.5168882
inverse_logit(2.22899510) # this is our capture probability
## [1] 0.9028232
#  alternative way to write this

inverse_logit(cjs_m1$results$beta$Phi)
## (Intercept) 
##   0.5168882
inverse_logit(cjs_m1$results$beta$p)
## (Intercept) 
##   0.9028232

Refit the model with confidence intervals

cjs_m1_2 <- cjs.hessian(cjs_m1)
cjs_m1_2
## 
## crm Model Summary
## 
## Npar :  2
## -2lnL:  1291.825
## AIC  :  1295.825
## 
## Beta
##                   Estimate         se         lcl       ucl
## Phi.(Intercept) 0.06757843 0.07249005 -0.07450207 0.2096589
## p.(Intercept)   2.22899510 0.24951951  1.73993685 2.7180533

Predict

Now we transform the logit estimates to real estimates by using the inverse logit

predict(object = cjs_m1_2,
        newdata = data.frame(sex = c("Female", "Male")),
        se = TRUE)
## $Phi
##   occ  estimate         se       lcl       ucl
## 1   1 0.5168882 0.01810184 0.4813831 0.5522236
## 
## $p
##   occ  estimate         se      lcl       ucl
## 1   2 0.9028232 0.02189121 0.850679 0.9380836

What does that mean? The survival probability between capture events was 0.52. The probability to capture an individual during a capture event was 0.90.

As mentioned before, we assume constant time intervals between capturing events. In reality, this is often not the case, e.g. capturing events have to be postponed due to weather conditions. Now we build a model where we take this into account.

CJS with irregular sampling intervals

cjs_m1_time <- crm(data = starlings,
                   # time.interval vector is the interval between each capture event.
                   # for 7 capture events, there are 6 intervals
                   time.intervals = c(1, 1, 1, 1.6, 2, 3))

# predict model
predict(object = cjs_m1_time)
## $Phi
##   occ estimate
## 1   6 0.688108
## 
## $p
##   occ  estimate
## 1   7 0.8858232

Now we have a higher survival probability of 0.69 between capturing events and a lower capture probability per capturing event of 0.89

Exercise

We have sampled two different populations in urban and rural habitat. Split the data set (Hint: use [] or dplyr::filter()) and compare survival probabilities between the two habitats

# your code in here

Fit multiple models simultaneously

Normally, there are different hypotheses about the factors that influence the survival probability of individuals. These can be characteristics of the individuals, such as sex, age or weight, or characteristics of the environment of the individuals, such as sealing, temperature or the number of nesting opportunities. For this purpose, different models are built that take the respective factors (explanatory or predictor variables) into account.

For a flexible approach we process the data, create design data to add variables that depend on time and fit the different models.

Group data

We process the data and define the grouping variables

m2_proc <- process.data(data = starlings,groups = c("sex","habitat","infected"))

m2_proc
## $data
##      ID            ch    sex habitat infected freq  id group initial.age
## 40   40 0,0,0,0,0,1,0 Female   rural      Yes    1   1     5           0
## 41   41 0,0,0,0,0,1,0 Female   rural      Yes    1   2     5           0
## 42   42 0,0,0,0,0,1,0 Female   rural       No    1   3     1           0
## 43   43 0,0,0,0,0,1,0 Female   rural      Yes    1   4     5           0
## 44   44 0,0,0,0,0,1,0 Female   rural       No    1   5     1           0
## 45   45 0,0,0,0,0,1,0 Female   rural      Yes    1   6     5           0
## 46   46 0,0,0,0,0,1,0 Female   rural       No    1   7     1           0
## 47   47 0,0,0,0,0,1,0 Female   rural       No    1   8     1           0
## 48   48 0,0,0,0,0,1,0 Female   rural       No    1   9     1           0
## 49   49 0,0,0,0,0,1,0 Female   rural     <NA>    1  10  <NA>          NA
## 50   50 0,0,0,0,0,1,0 Female   rural     <NA>    1  11  <NA>          NA
## 51   51 0,0,0,0,0,1,0 Female   rural     <NA>    1  12  <NA>          NA
## 52   52 0,0,0,0,0,1,0   Male   rural      Yes    1  13     6           0
## 53   53 0,0,0,0,0,1,0   Male   rural       No    1  14     2           0
## 54   54 0,0,0,0,0,1,0   Male   rural      Yes    1  15     6           0
## 55   55 0,0,0,0,0,1,0   Male   rural       No    1  16     2           0
## 56   56 0,0,0,0,0,1,0   Male   rural      Yes    1  17     6           0
## 57   57 0,0,0,0,0,1,0   Male   rural      Yes    1  18     6           0
## 58   58 0,0,0,0,0,1,0   Male   rural       No    1  19     2           0
## 59   59 0,0,0,0,0,1,0   Male   rural       No    1  20     2           0
## 60   60 0,0,0,0,0,1,0   Male   rural      Yes    1  21     6           0
## 61   61 0,0,0,0,0,1,0   Male   rural     <NA>    1  22  <NA>          NA
## 62   62 0,0,0,0,0,1,0   Male   rural      Yes    1  23     6           0
## 63   63 0,0,0,0,0,1,1 Female   rural       No    1  24     1           0
## 64   64 0,0,0,0,0,1,1 Female   rural      Yes    1  25     5           0
## 65   65 0,0,0,0,0,1,1 Female   rural     <NA>    1  26  <NA>          NA
## 66   66 0,0,0,0,0,1,1 Female   rural       No    1  27     1           0
## 67   67 0,0,0,0,0,1,1 Female   rural       No    1  28     1           0
## 68   68 0,0,0,0,0,1,1 Female   rural     <NA>    1  29  <NA>          NA
## 69   69 0,0,0,0,0,1,1 Female   rural      Yes    1  30     5           0
## 70   70 0,0,0,0,0,1,1 Female   rural      Yes    1  31     5           0
## 71   71 0,0,0,0,0,1,1 Female   rural     <NA>    1  32  <NA>          NA
## 72   72 0,0,0,0,0,1,1 Female   rural      Yes    1  33     5           0
## 73   73 0,0,0,0,0,1,1 Female   rural      Yes    1  34     5           0
## 74   74 0,0,0,0,0,1,1   Male   rural       No    1  35     2           0
## 75   75 0,0,0,0,0,1,1   Male   rural     <NA>    1  36  <NA>          NA
## 76   76 0,0,0,0,0,1,1   Male   rural      Yes    1  37     6           0
## 77   77 0,0,0,0,0,1,1   Male   rural     <NA>    1  38  <NA>          NA
## 78   78 0,0,0,0,0,1,1   Male   rural      Yes    1  39     6           0
## 79   79 0,0,0,0,0,1,1   Male   rural       No    1  40     2           0
## 80   80 0,0,0,0,0,1,1   Male   rural     <NA>    1  41  <NA>          NA
## 81   81 0,0,0,0,0,1,1   Male   rural      Yes    1  42     6           0
## 82   82 0,0,0,0,0,1,1   Male   rural       No    1  43     2           0
## 83   83 0,0,0,0,0,1,1   Male   rural      Yes    1  44     6           0
## 84   84 0,0,0,0,0,1,1   Male   rural     <NA>    1  45  <NA>          NA
## 85   85 0,0,0,0,0,1,1   Male   rural       No    1  46     2           0
## 86   86 0,0,0,0,1,0,0 Female   rural     <NA>    1  47  <NA>          NA
## 87   87 0,0,0,0,1,0,0 Female   rural       No    1  48     1           0
## 88   88 0,0,0,0,1,0,0 Female   rural      Yes    1  49     5           0
## 89   89 0,0,0,0,1,0,0 Female   rural     <NA>    1  50  <NA>          NA
## 90   90 0,0,0,0,1,0,0 Female   rural       No    1  51     1           0
## 91   91 0,0,0,0,1,0,0 Female   rural     <NA>    1  52  <NA>          NA
## 92   92 0,0,0,0,1,0,0 Female   rural     <NA>    1  53  <NA>          NA
## 93   93 0,0,0,0,1,0,0   Male   rural       No    1  54     2           0
## 94   94 0,0,0,0,1,0,0   Male   rural       No    1  55     2           0
## 95   95 0,0,0,0,1,0,0   Male   rural       No    1  56     2           0
## 96   96 0,0,0,0,1,0,0   Male   rural      Yes    1  57     6           0
## 97   97 0,0,0,0,1,0,0   Male   rural      Yes    1  58     6           0
## 98   98 0,0,0,0,1,0,0   Male   rural     <NA>    1  59  <NA>          NA
## 99   99 0,0,0,0,1,0,0   Male   rural     <NA>    1  60  <NA>          NA
## 100 100 0,0,0,0,1,0,0   Male   rural      Yes    1  61     6           0
## 101 101 0,0,0,0,1,0,0   Male   rural     <NA>    1  62  <NA>          NA
## 102 102 0,0,0,0,1,1,0 Female   rural     <NA>    1  63  <NA>          NA
## 103 103 0,0,0,0,1,1,0 Female   rural       No    1  64     1           0
## 104 104 0,0,0,0,1,1,0 Female   rural       No    1  65     1           0
## 105 105 0,0,0,0,1,1,0 Female   rural       No    1  66     1           0
## 106 106 0,0,0,0,1,1,0 Female   rural     <NA>    1  67  <NA>          NA
## 107 107 0,0,0,0,1,1,0 Female   rural       No    1  68     1           0
## 108 108 0,0,0,0,1,1,0   Male   rural       No    1  69     2           0
## 109 109 0,0,0,0,1,1,0   Male   rural      Yes    1  70     6           0
## 110 110 0,0,0,0,1,1,0   Male   rural       No    1  71     2           0
## 111 111 0,0,0,0,1,0,0 Female   rural      Yes    1  72     5           0
## 112 112 0,0,0,0,1,0,0 Female   rural     <NA>    1  73  <NA>          NA
## 113 113 0,0,0,0,1,1,1 Female   rural      Yes    1  74     5           0
## 114 114 0,0,0,0,1,0,0 Female   rural     <NA>    1  75  <NA>          NA
## 115 115 0,0,0,0,1,1,0 Female   rural     <NA>    1  76  <NA>          NA
## 116 116 0,0,0,0,1,0,0 Female   rural       No    1  77     1           0
## 117 117 0,0,0,0,1,1,1   Male   rural     <NA>    1  78  <NA>          NA
## 118 118 0,0,0,0,1,1,1   Male   rural       No    1  79     2           0
## 119 119 0,0,0,0,1,1,1   Male   rural      Yes    1  80     6           0
## 120 120 0,0,0,0,1,1,1   Male   rural       No    1  81     2           0
## 121 121 0,0,0,0,1,1,1   Male   rural       No    1  82     2           0
## 122 122 0,0,0,0,1,0,0   Male   rural       No    1  83     2           0
## 123 123 0,0,0,0,1,1,1   Male   rural     <NA>    1  84  <NA>          NA
## 124 124 0,0,0,0,1,1,1   Male   rural       No    1  85     2           0
## 125 125 0,0,0,0,1,1,1   Male   rural      Yes    1  86     6           0
## 126 126 0,0,0,0,1,1,1   Male   rural       No    1  87     2           0
## 127 127 0,0,0,1,0,0,0 Female   rural     <NA>    1  88  <NA>          NA
## 128 128 0,0,0,1,0,0,0 Female   rural       No    1  89     1           0
## 129 129 0,0,0,1,0,0,0 Female   rural       No    1  90     1           0
## 130 130 0,0,0,1,0,0,0 Female   rural     <NA>    1  91  <NA>          NA
## 131 131 0,0,0,1,0,0,0 Female   rural       No    1  92     1           0
## 132 132 0,0,0,1,0,0,0 Female   rural      Yes    1  93     5           0
## 133 133 0,0,0,1,0,0,0 Female   rural     <NA>    1  94  <NA>          NA
## 134 134 0,0,0,1,0,0,0 Female   rural       No    1  95     1           0
## 135 135 0,0,0,1,0,0,0 Female   rural      Yes    1  96     5           0
## 136 136 0,0,0,1,0,0,0 Female   rural     <NA>    1  97  <NA>          NA
## 137 137 0,0,0,1,0,0,0   Male   rural       No    1  98     2           0
## 138 138 0,0,0,1,0,0,0   Male   rural       No    1  99     2           0
## 139 139 0,0,0,1,0,0,0   Male   rural       No    1 100     2           0
## 140 140 0,0,0,1,0,0,0   Male   rural     <NA>    1 101  <NA>          NA
## 141 141 0,0,0,1,0,0,0   Male   rural     <NA>    1 102  <NA>          NA
## 142 142 0,0,0,1,0,0,0   Male   rural     <NA>    1 103  <NA>          NA
## 143 143 0,0,0,1,0,0,1 Female   rural      Yes    1 104     5           0
## 144 144 0,0,0,1,0,0,1   Male   rural      Yes    1 105     6           0
## 145 145 0,0,0,1,0,1,0 Female   rural     <NA>    1 106  <NA>          NA
## 146 146 0,0,0,1,1,0,0 Female   rural     <NA>    1 107  <NA>          NA
## 147 147 0,0,0,1,1,0,0 Female   rural      Yes    1 108     5           0
## 148 148 0,0,0,1,0,0,0 Female   rural     <NA>    1 109  <NA>          NA
## 149 149 0,0,0,1,1,0,0 Female   rural     <NA>    1 110  <NA>          NA
## 150 150 0,0,0,1,1,0,0 Female   rural     <NA>    1 111  <NA>          NA
## 151 151 0,0,0,1,1,0,0   Male   rural      Yes    1 112     6           0
## 152 152 0,0,0,1,1,0,0   Male   rural      Yes    1 113     6           0
## 153 153 0,0,0,1,1,0,0   Male   rural      Yes    1 114     6           0
## 154 154 0,0,0,1,1,0,0   Male   rural       No    1 115     2           0
## 155 155 0,0,0,1,1,0,0   Male   rural       No    1 116     2           0
## 156 156 0,0,0,1,1,0,0   Male   rural      Yes    1 117     6           0
## 157 157 0,0,0,1,1,1,0 Female   rural      Yes    1 118     5           0
## 158 158 0,0,0,1,1,1,0 Female   rural     <NA>    1 119  <NA>          NA
## 159 159 0,0,0,1,1,0,0 Female   rural     <NA>    1 120  <NA>          NA
## 160 160 0,0,0,1,1,1,0 Female   rural      Yes    1 121     5           0
## 161 161 0,0,0,1,1,1,0   Male   rural     <NA>    1 122  <NA>          NA
## 162 162 0,0,0,1,1,1,0   Male   rural      Yes    1 123     6           0
## 163 163 0,0,0,1,1,1,0   Male   rural      Yes    1 124     6           0
## 164 164 0,0,0,1,1,1,1 Female   rural     <NA>    1 125  <NA>          NA
## 165 165 0,0,0,1,1,1,1 Female   rural      Yes    1 126     5           0
## 166 166 0,0,0,1,1,1,1   Male   rural      Yes    1 127     6           0
## 167 167 0,0,0,1,1,1,1   Male   rural       No    1 128     2           0
## 168 168 0,0,0,1,1,1,1   Male   rural     <NA>    1 129  <NA>          NA
## 169 169 0,0,0,1,1,1,1   Male   rural       No    1 130     2           0
## 170 170 0,0,0,1,1,1,1   Male   rural      Yes    1 131     6           0
## 171 171 0,0,0,1,1,1,1   Male   rural      Yes    1 132     6           0
## 172 172 0,0,1,0,0,0,0 Female   rural       No    1 133     1           0
## 173 173 0,0,1,0,0,0,0 Female   rural       No    1 134     1           0
## 174 174 0,0,1,0,0,0,0 Female   rural      Yes    1 135     5           0
## 175 175 0,0,1,0,0,0,0 Female   rural      Yes    1 136     5           0
## 176 176 0,0,1,0,0,0,0 Female   rural     <NA>    1 137  <NA>          NA
## 177 177 0,0,1,0,0,0,0 Female   rural       No    1 138     1           0
## 178 178 0,0,1,0,0,0,0 Female   rural       No    1 139     1           0
## 179 179 0,0,1,0,0,0,0 Female   rural      Yes    1 140     5           0
## 180 180 0,0,1,0,0,0,0 Female   rural      Yes    1 141     5           0
## 181 181 0,0,1,0,0,0,0 Female   rural      Yes    1 142     5           0
## 182 182 0,0,1,0,0,0,0 Female   rural     <NA>    1 143  <NA>          NA
## 183 183 0,0,1,0,0,0,0 Female   rural      Yes    1 144     5           0
## 184 184 0,0,1,0,0,0,0 Female   rural       No    1 145     1           0
## 185 185 0,0,1,0,0,0,0 Female   rural     <NA>    1 146  <NA>          NA
## 186 186 0,0,1,0,0,0,0 Female   rural     <NA>    1 147  <NA>          NA
## 187 187 0,0,1,0,0,0,0 Female   rural       No    1 148     1           0
## 188 188 0,0,1,0,0,0,0 Female   rural      Yes    1 149     5           0
## 189 189 0,0,1,0,0,0,0 Female   rural       No    1 150     1           0
## 190 190 0,0,1,0,0,0,0   Male   rural     <NA>    1 151  <NA>          NA
## 191 191 0,0,1,0,0,0,0   Male   rural     <NA>    1 152  <NA>          NA
## 192 192 0,0,1,0,0,0,0   Male   rural     <NA>    1 153  <NA>          NA
## 193 193 0,0,1,0,0,0,0   Male   rural       No    1 154     2           0
## 194 194 0,0,1,0,0,0,0   Male   rural       No    1 155     2           0
## 195 195 0,0,1,0,0,0,0   Male   rural      Yes    1 156     6           0
## 196 196 0,0,1,0,0,0,0   Male   rural      Yes    1 157     6           0
## 197 197 0,0,1,0,0,0,0   Male   rural     <NA>    1 158  <NA>          NA
## 198 198 0,0,1,0,0,0,0   Male   rural       No    1 159     2           0
## 199 199 0,0,1,0,0,0,0   Male   rural      Yes    1 160     6           0
## 200 200 0,0,1,0,0,0,0   Male   rural     <NA>    1 161  <NA>          NA
## 201 201 0,0,1,0,1,1,0   Male   rural       No    1 162     2           0
## 202 202 0,0,1,1,0,0,0 Female   rural      Yes    1 163     5           0
## 203 203 0,0,1,1,0,0,0 Female   rural      Yes    1 164     5           0
## 204 204 0,0,1,1,0,0,0 Female   rural       No    1 165     1           0
## 205 205 0,0,1,1,0,0,0 Female   rural      Yes    1 166     5           0
## 206 206 0,0,1,1,0,0,0   Male   rural       No    1 167     2           0
## 207 207 0,0,1,1,0,0,0   Male   rural       No    1 168     2           0
## 208 208 0,0,1,1,0,0,0   Male   rural     <NA>    1 169  <NA>          NA
## 209 209 0,0,1,1,0,0,0   Male   rural      Yes    1 170     6           0
## 210 210 0,0,1,1,0,0,0   Male   rural      Yes    1 171     6           0
## 211 211 0,0,1,1,0,0,0   Male   rural       No    1 172     2           0
## 212 212 0,0,1,1,0,0,0   Male   rural      Yes    1 173     6           0
## 213 213 0,0,1,1,0,0,0   Male   rural     <NA>    1 174  <NA>          NA
## 214 214 0,0,1,1,1,0,0 Female   rural      Yes    1 175     5           0
## 215 215 0,0,1,1,1,0,0 Female   rural      Yes    1 176     5           0
## 216 216 0,0,1,1,1,0,0   Male   rural     <NA>    1 177  <NA>          NA
## 217 217 0,0,1,1,1,0,0   Male   rural       No    1 178     2           0
## 218 218 0,0,1,1,1,0,0   Male   rural       No    1 179     2           0
## 219 219 0,0,1,1,1,0,0   Male   rural     <NA>    1 180  <NA>          NA
## 220 220 0,0,1,1,0,0,0 Female   rural       No    1 181     1           0
## 221 221 0,0,1,1,1,1,0   Male   rural       No    1 182     2           0
## 222 222 0,0,1,1,1,1,1 Female   rural       No    1 183     1           0
## 223 223 0,0,1,1,1,1,1 Female   rural     <NA>    1 184  <NA>          NA
## 224 224 0,1,0,0,0,0,0 Female   rural      Yes    1 185     5           0
## 225 225 0,1,0,0,0,0,0 Female   rural       No    1 186     1           0
## 226 226 0,1,0,0,0,0,0 Female   rural     <NA>    1 187  <NA>          NA
## 227 227 0,1,0,0,0,0,0 Female   rural      Yes    1 188     5           0
## 228 228 0,1,0,0,0,0,0 Female   rural       No    1 189     1           0
## 229 229 0,1,0,0,0,0,0 Female   rural      Yes    1 190     5           0
## 230 230 0,1,0,0,0,0,0 Female   rural      Yes    1 191     5           0
## 231 231 0,1,0,0,0,0,0 Female   rural     <NA>    1 192  <NA>          NA
## 232 232 0,1,0,0,0,0,0 Female   rural      Yes    1 193     5           0
## 233 233 0,1,0,0,0,0,0 Female   rural       No    1 194     1           0
## 234 234 0,1,0,0,0,0,0 Female   rural       No    1 195     1           0
## 235 235 0,1,0,0,0,0,0 Female   rural     <NA>    1 196  <NA>          NA
## 236 236 0,1,0,0,0,0,0 Female   rural     <NA>    1 197  <NA>          NA
## 237 237 0,1,0,0,0,0,0 Female   rural      Yes    1 198     5           0
## 238 238 0,1,0,0,0,0,0 Female   rural       No    1 199     1           0
## 239 239 0,1,0,0,0,0,0 Female   rural     <NA>    1 200  <NA>          NA
## 240 240 0,1,0,0,0,0,0 Female   rural     <NA>    1 201  <NA>          NA
## 241 241 0,1,0,0,0,0,0 Female   rural       No    1 202     1           0
## 242 242 0,1,0,0,0,0,0   Male   rural     <NA>    1 203  <NA>          NA
## 243 243 0,1,0,0,0,0,0   Male   rural       No    1 204     2           0
## 244 244 0,1,0,0,0,0,0   Male   rural       No    1 205     2           0
## 245 245 0,1,0,0,0,0,0   Male   rural     <NA>    1 206  <NA>          NA
## 246 246 0,1,0,0,0,0,0   Male   rural     <NA>    1 207  <NA>          NA
## 247 247 0,1,0,0,0,0,0   Male   rural      Yes    1 208     6           0
## 248 248 0,1,0,0,0,0,0   Male   rural       No    1 209     2           0
## 249 249 0,1,0,0,0,0,0   Male   rural     <NA>    1 210  <NA>          NA
## 250 250 0,1,0,0,0,0,0   Male   rural     <NA>    1 211  <NA>          NA
## 251 251 0,1,0,0,0,0,0   Male   rural      Yes    1 212     6           0
## 252 252 0,1,0,0,0,0,0   Male   rural       No    1 213     2           0
## 253 253 0,1,1,0,0,0,0 Female   rural       No    1 214     1           0
## 254 254 0,1,1,0,0,0,0 Female   rural      Yes    1 215     5           0
## 255 255 0,1,1,0,0,0,0 Female   rural      Yes    1 216     5           0
## 256 256 0,1,1,0,0,0,0 Female   rural       No    1 217     1           0
## 257 257 0,1,1,0,0,0,0   Male   rural      Yes    1 218     6           0
## 258 258 0,1,1,0,0,0,0   Male   rural     <NA>    1 219  <NA>          NA
## 259 259 0,1,1,0,0,0,0   Male   rural       No    1 220     2           0
## 260 260 0,1,1,0,0,0,0   Male   rural     <NA>    1 221  <NA>          NA
## 261 261 0,1,1,0,0,0,0   Male   rural       No    1 222     2           0
## 262 262 0,1,1,0,0,0,0   Male   rural       No    1 223     2           0
## 263 263 0,1,1,0,0,0,0   Male   rural      Yes    1 224     6           0
## 264 264 0,1,1,0,1,1,0 Female   rural       No    1 225     1           0
## 265 265 0,1,1,1,0,0,0 Female   rural       No    1 226     1           0
## 266 266 0,1,1,1,0,0,0   Male   rural     <NA>    1 227  <NA>          NA
## 267 267 0,1,1,1,1,0,0 Female   rural      Yes    1 228     5           0
## 268 268 0,1,1,1,1,0,0 Female   rural     <NA>    1 229  <NA>          NA
## 269 269 0,1,1,1,1,0,0   Male   rural       No    1 230     2           0
## 270 270 0,1,0,0,0,0,0 Female   rural       No    1 231     1           0
## 271 271 0,1,1,1,1,1,1 Female   rural      Yes    1 232     5           0
## 272 272 0,1,1,1,1,1,1 Female   rural      Yes    1 233     5           0
## 273 273 1,0,0,0,0,0,0 Female   rural       No    1 234     1           0
## 274 274 1,0,0,0,0,0,0 Female   rural      Yes    1 235     5           0
## 275 275 1,0,0,0,0,0,0 Female   rural       No    1 236     1           0
## 276 276 1,0,0,0,0,0,0 Female   rural       No    1 237     1           0
## 277 277 1,0,0,0,0,0,0   Male   rural     <NA>    1 238  <NA>          NA
## 278 278 1,0,0,0,0,0,0   Male   rural     <NA>    1 239  <NA>          NA
## 279 279 1,0,0,0,0,0,0   Male   rural       No    1 240     2           0
## 280 280 1,0,0,0,0,0,0   Male   rural     <NA>    1 241  <NA>          NA
## 281 281 1,0,0,0,0,0,0   Male   rural      Yes    1 242     6           0
## 282 282 1,0,1,0,0,0,0 Female   rural     <NA>    1 243  <NA>          NA
## 283 283 1,0,1,0,0,0,0   Male   rural      Yes    1 244     6           0
## 284 284 1,1,0,0,0,0,0 Female   rural     <NA>    1 245  <NA>          NA
## 285 285 1,1,0,0,0,0,0 Female   rural      Yes    1 246     5           0
## 286 286 1,1,0,0,0,0,0   Male   rural     <NA>    1 247  <NA>          NA
## 287 287 1,1,0,0,0,0,0   Male   rural       No    1 248     2           0
## 288 288 1,1,0,0,0,0,0   Male   rural     <NA>    1 249  <NA>          NA
## 289 289 1,1,0,0,0,0,0   Male   rural     <NA>    1 250  <NA>          NA
## 290 290 1,1,0,1,1,1,0 Female   rural      Yes    1 251     5           0
## 291 291 1,1,1,1,0,0,0 Female   rural      Yes    1 252     5           0
## 292 292 1,1,1,1,0,0,0   Male   rural      Yes    1 253     6           0
## 293 293 1,1,1,1,1,0,0 Female   rural      Yes    1 254     5           0
## 294 294 1,1,1,1,1,1,0   Male   rural     <NA>    1 255  <NA>          NA
## 334 334 0,0,0,0,0,1,0 Female   urban       No    1 256     3           0
## 335 335 0,0,0,0,0,1,0 Female   urban      Yes    1 257     7           0
## 336 336 0,0,0,0,0,1,0 Female   urban      Yes    1 258     7           0
## 337 337 0,0,0,0,0,1,0 Female   urban      Yes    1 259     7           0
## 338 338 0,0,0,0,0,1,0 Female   urban      Yes    1 260     7           0
## 339 339 0,0,0,0,0,1,0 Female   urban     <NA>    1 261  <NA>          NA
## 340 340 0,0,0,0,0,1,0 Female   urban      Yes    1 262     7           0
## 341 341 0,0,0,0,0,1,0 Female   urban      Yes    1 263     7           0
## 342 342 0,0,0,0,0,1,0 Female   urban       No    1 264     3           0
## 343 343 0,0,0,0,0,1,0 Female   urban     <NA>    1 265  <NA>          NA
## 344 344 0,0,0,0,0,1,0 Female   urban      Yes    1 266     7           0
## 345 345 0,0,0,0,0,1,0 Female   urban     <NA>    1 267  <NA>          NA
## 346 346 0,0,0,0,0,1,0   Male   urban      Yes    1 268     8           0
## 347 347 0,0,0,0,0,1,0   Male   urban      Yes    1 269     8           0
## 348 348 0,0,0,0,0,1,0   Male   urban       No    1 270     4           0
## 349 349 0,0,0,0,0,1,0   Male   urban      Yes    1 271     8           0
## 350 350 0,0,0,0,0,1,0   Male   urban      Yes    1 272     8           0
## 351 351 0,0,0,0,0,1,0   Male   urban     <NA>    1 273  <NA>          NA
## 352 352 0,0,0,0,0,1,0   Male   urban     <NA>    1 274  <NA>          NA
## 353 353 0,0,0,0,0,1,0   Male   urban       No    1 275     4           0
## 354 354 0,0,0,0,0,1,0   Male   urban       No    1 276     4           0
## 355 355 0,0,0,0,0,1,0   Male   urban      Yes    1 277     8           0
## 356 356 0,0,0,0,0,1,0   Male   urban      Yes    1 278     8           0
## 357 357 0,0,0,0,0,1,1 Female   urban       No    1 279     3           0
## 358 358 0,0,0,0,0,1,1 Female   urban     <NA>    1 280  <NA>          NA
## 359 359 0,0,0,0,0,1,1 Female   urban       No    1 281     3           0
## 360 360 0,0,0,0,0,1,1 Female   urban      Yes    1 282     7           0
## 361 361 0,0,0,0,0,1,1 Female   urban     <NA>    1 283  <NA>          NA
## 362 362 0,0,0,0,0,1,1 Female   urban     <NA>    1 284  <NA>          NA
## 363 363 0,0,0,0,0,1,1 Female   urban      Yes    1 285     7           0
## 364 364 0,0,0,0,0,1,1 Female   urban       No    1 286     3           0
## 365 365 0,0,0,0,0,1,1 Female   urban       No    1 287     3           0
## 366 366 0,0,0,0,0,1,1 Female   urban     <NA>    1 288  <NA>          NA
## 367 367 0,0,0,0,0,1,1 Female   urban     <NA>    1 289  <NA>          NA
## 368 368 0,0,0,0,0,1,1   Male   urban     <NA>    1 290  <NA>          NA
## 369 369 0,0,0,0,0,1,1   Male   urban     <NA>    1 291  <NA>          NA
## 370 370 0,0,0,0,0,1,1   Male   urban     <NA>    1 292  <NA>          NA
## 371 371 0,0,0,0,0,1,1   Male   urban     <NA>    1 293  <NA>          NA
## 372 372 0,0,0,0,0,1,1   Male   urban     <NA>    1 294  <NA>          NA
## 373 373 0,0,0,0,0,1,1   Male   urban       No    1 295     4           0
## 374 374 0,0,0,0,0,1,1   Male   urban       No    1 296     4           0
## 375 375 0,0,0,0,0,1,1   Male   urban      Yes    1 297     8           0
## 376 376 0,0,0,0,0,1,1   Male   urban     <NA>    1 298  <NA>          NA
## 377 377 0,0,0,0,0,1,1   Male   urban      Yes    1 299     8           0
## 378 378 0,0,0,0,0,1,1   Male   urban      Yes    1 300     8           0
## 379 379 0,0,0,0,0,1,1   Male   urban       No    1 301     4           0
## 380 380 0,0,0,0,1,0,0 Female   urban       No    1 302     3           0
## 381 381 0,0,0,0,1,0,0 Female   urban      Yes    1 303     7           0
## 382 382 0,0,0,0,1,0,0 Female   urban       No    1 304     3           0
## 383 383 0,0,0,0,1,0,0 Female   urban     <NA>    1 305  <NA>          NA
## 384 384 0,0,0,0,1,0,0 Female   urban     <NA>    1 306  <NA>          NA
## 385 385 0,0,0,0,1,0,0 Female   urban     <NA>    1 307  <NA>          NA
## 386 386 0,0,0,0,1,0,0 Female   urban     <NA>    1 308  <NA>          NA
## 387 387 0,0,0,0,1,0,0   Male   urban      Yes    1 309     8           0
## 388 388 0,0,0,0,1,0,0   Male   urban     <NA>    1 310  <NA>          NA
## 389 389 0,0,0,0,1,0,0   Male   urban      Yes    1 311     8           0
## 390 390 0,0,0,0,1,0,0   Male   urban      Yes    1 312     8           0
## 391 391 0,0,0,0,1,0,0   Male   urban      Yes    1 313     8           0
## 392 392 0,0,0,0,1,0,0   Male   urban       No    1 314     4           0
## 393 393 0,0,0,0,1,0,0   Male   urban     <NA>    1 315  <NA>          NA
## 394 394 0,0,0,0,1,0,0   Male   urban      Yes    1 316     8           0
## 395 395 0,0,0,0,1,0,0   Male   urban      Yes    1 317     8           0
## 396 396 0,0,0,0,1,1,0 Female   urban     <NA>    1 318  <NA>          NA
## 397 397 0,0,0,0,1,1,0 Female   urban       No    1 319     3           0
## 398 398 0,0,0,0,1,1,0 Female   urban       No    1 320     3           0
## 399 399 0,0,0,0,1,1,0 Female   urban       No    1 321     3           0
## 400 400 0,0,0,0,1,1,0 Female   urban      Yes    1 322     7           0
## 401 401 0,0,0,0,1,1,0 Female   urban      Yes    1 323     7           0
## 402 402 0,0,0,0,1,1,0   Male   urban     <NA>    1 324  <NA>          NA
## 403 403 0,0,0,0,1,1,0   Male   urban       No    1 325     4           0
## 404 404 0,0,0,0,1,1,0   Male   urban      Yes    1 326     8           0
## 405 405 0,0,0,0,1,1,1 Female   urban      Yes    1 327     7           0
## 406 406 0,0,0,0,1,1,1 Female   urban       No    1 328     3           0
## 407 407 0,0,0,0,1,1,1 Female   urban     <NA>    1 329  <NA>          NA
## 408 408 0,0,0,0,1,1,1 Female   urban      Yes    1 330     7           0
## 409 409 0,0,0,0,1,1,1 Female   urban       No    1 331     3           0
## 410 410 0,0,0,0,1,1,1 Female   urban     <NA>    1 332  <NA>          NA
## 411 411 0,0,0,0,1,1,1   Male   urban     <NA>    1 333  <NA>          NA
## 412 412 0,0,0,0,1,1,1   Male   urban      Yes    1 334     8           0
## 413 413 0,0,0,0,1,1,1   Male   urban     <NA>    1 335  <NA>          NA
## 414 414 0,0,0,0,1,1,1   Male   urban       No    1 336     4           0
## 415 415 0,0,0,0,1,1,1   Male   urban       No    1 337     4           0
## 416 416 0,0,0,0,1,1,1   Male   urban      Yes    1 338     8           0
## 417 417 0,0,0,0,1,1,1   Male   urban       No    1 339     4           0
## 418 418 0,0,0,0,1,1,1   Male   urban      Yes    1 340     8           0
## 419 419 0,0,0,0,1,1,1   Male   urban     <NA>    1 341  <NA>          NA
## 420 420 0,0,0,0,1,1,1   Male   urban      Yes    1 342     8           0
## 421 421 0,0,0,1,0,0,0 Female   urban     <NA>    1 343  <NA>          NA
## 422 422 0,0,0,1,0,0,0 Female   urban      Yes    1 344     7           0
## 423 423 0,0,0,1,0,0,0 Female   urban       No    1 345     3           0
## 424 424 0,0,0,1,0,0,0 Female   urban      Yes    1 346     7           0
## 425 425 0,0,0,1,0,0,0 Female   urban     <NA>    1 347  <NA>          NA
## 426 426 0,0,0,1,0,0,0 Female   urban     <NA>    1 348  <NA>          NA
## 427 427 0,0,0,1,0,0,0 Female   urban     <NA>    1 349  <NA>          NA
## 428 428 0,0,0,1,0,0,0 Female   urban       No    1 350     3           0
## 429 429 0,0,0,1,0,0,0 Female   urban       No    1 351     3           0
## 430 430 0,0,0,1,0,0,0 Female   urban     <NA>    1 352  <NA>          NA
## 431 431 0,0,0,1,0,0,0   Male   urban      Yes    1 353     8           0
## 432 432 0,0,0,1,0,0,0   Male   urban       No    1 354     4           0
## 433 433 0,0,0,1,0,0,0   Male   urban     <NA>    1 355  <NA>          NA
## 434 434 0,0,0,1,0,0,0   Male   urban      Yes    1 356     8           0
## 435 435 0,0,0,1,0,0,0   Male   urban     <NA>    1 357  <NA>          NA
## 436 436 0,0,0,1,0,0,0   Male   urban      Yes    1 358     8           0
## 437 437 0,0,0,1,0,0,1 Female   urban      Yes    1 359     7           0
## 438 438 0,0,0,1,0,0,1   Male   urban     <NA>    1 360  <NA>          NA
## 439 439 0,0,0,1,0,1,1 Female   urban       No    1 361     3           0
## 440 440 0,0,0,1,1,0,0 Female   urban      Yes    1 362     7           0
## 441 441 0,0,0,1,1,0,0 Female   urban       No    1 363     3           0
## 442 442 0,0,0,1,1,0,0 Female   urban     <NA>    1 364  <NA>          NA
## 443 443 0,0,0,1,1,0,0 Female   urban     <NA>    1 365  <NA>          NA
## 444 444 0,0,0,1,1,0,0 Female   urban     <NA>    1 366  <NA>          NA
## 445 445 0,0,0,1,1,0,0   Male   urban      Yes    1 367     8           0
## 446 446 0,0,0,1,1,0,0   Male   urban     <NA>    1 368  <NA>          NA
## 447 447 0,0,0,1,1,0,0   Male   urban     <NA>    1 369  <NA>          NA
## 448 448 0,0,0,1,1,0,0   Male   urban       No    1 370     4           0
## 449 449 0,0,0,1,1,0,0   Male   urban     <NA>    1 371  <NA>          NA
## 450 450 0,0,0,1,1,0,0   Male   urban      Yes    1 372     8           0
## 451 451 0,0,0,1,1,1,0 Female   urban     <NA>    1 373  <NA>          NA
## 452 452 0,0,0,1,1,1,0 Female   urban      Yes    1 374     7           0
## 453 453 0,0,0,1,1,1,0 Female   urban     <NA>    1 375  <NA>          NA
## 454 454 0,0,0,1,1,1,0 Female   urban     <NA>    1 376  <NA>          NA
## 455 455 0,0,0,1,1,1,0   Male   urban     <NA>    1 377  <NA>          NA
## 456 456 0,0,0,1,1,1,0   Male   urban       No    1 378     4           0
## 457 457 0,0,0,1,1,1,0   Male   urban     <NA>    1 379  <NA>          NA
## 458 458 0,0,0,1,1,1,1 Female   urban      Yes    1 380     7           0
## 459 459 0,0,0,1,1,1,1 Female   urban      Yes    1 381     7           0
## 460 460 0,0,0,1,1,1,1   Male   urban     <NA>    1 382  <NA>          NA
## 461 461 0,0,0,1,1,1,1   Male   urban     <NA>    1 383  <NA>          NA
## 462 462 0,0,0,1,1,1,1   Male   urban      Yes    1 384     8           0
## 463 463 0,0,0,1,1,1,1   Male   urban       No    1 385     4           0
## 464 464 0,0,0,1,1,1,1   Male   urban       No    1 386     4           0
## 465 465 0,0,0,1,1,1,1   Male   urban     <NA>    1 387  <NA>          NA
## 466 466 0,0,1,0,0,0,0 Female   urban     <NA>    1 388  <NA>          NA
## 467 467 0,0,1,0,0,0,0 Female   urban     <NA>    1 389  <NA>          NA
## 468 468 0,0,1,0,0,0,0 Female   urban     <NA>    1 390  <NA>          NA
## 469 469 0,0,1,0,0,0,0 Female   urban       No    1 391     3           0
## 470 470 0,0,1,0,0,0,0 Female   urban     <NA>    1 392  <NA>          NA
## 471 471 0,0,1,0,0,0,0 Female   urban       No    1 393     3           0
## 472 472 0,0,1,0,0,0,0 Female   urban      Yes    1 394     7           0
## 473 473 0,0,1,0,0,0,0 Female   urban       No    1 395     3           0
## 474 474 0,0,1,0,0,0,0 Female   urban      Yes    1 396     7           0
## 475 475 0,0,1,0,0,0,0 Female   urban       No    1 397     3           0
## 476 476 0,0,1,0,0,0,0 Female   urban       No    1 398     3           0
## 477 477 0,0,1,0,0,0,0 Female   urban      Yes    1 399     7           0
## 478 478 0,0,1,0,0,0,0 Female   urban       No    1 400     3           0
## 479 479 0,0,1,0,0,0,0 Female   urban     <NA>    1 401  <NA>          NA
## 480 480 0,0,1,0,0,0,0 Female   urban     <NA>    1 402  <NA>          NA
## 481 481 0,0,1,0,0,0,0 Female   urban       No    1 403     3           0
## 482 482 0,0,1,0,0,0,0 Female   urban       No    1 404     3           0
## 483 483 0,0,1,0,0,0,0 Female   urban      Yes    1 405     7           0
## 484 484 0,0,1,0,0,0,0   Male   urban     <NA>    1 406  <NA>          NA
## 485 485 0,0,1,0,0,0,0   Male   urban       No    1 407     4           0
## 486 486 0,0,1,0,0,0,0   Male   urban     <NA>    1 408  <NA>          NA
## 487 487 0,0,1,0,0,0,0   Male   urban     <NA>    1 409  <NA>          NA
## 488 488 0,0,1,0,0,0,0   Male   urban      Yes    1 410     8           0
## 489 489 0,0,1,0,0,0,0   Male   urban       No    1 411     4           0
## 490 490 0,0,1,0,0,0,0   Male   urban     <NA>    1 412  <NA>          NA
## 491 491 0,0,1,0,0,0,0   Male   urban      Yes    1 413     8           0
## 492 492 0,0,1,0,0,0,0   Male   urban       No    1 414     4           0
## 493 493 0,0,1,0,0,0,0   Male   urban     <NA>    1 415  <NA>          NA
## 494 494 0,0,1,0,0,0,0   Male   urban      Yes    1 416     8           0
## 495 495 0,0,1,0,1,1,0   Male   urban     <NA>    1 417  <NA>          NA
## 496 496 0,0,1,1,0,0,0 Female   urban      Yes    1 418     7           0
## 497 497 0,0,1,1,0,0,0 Female   urban     <NA>    1 419  <NA>          NA
## 498 498 0,0,1,1,0,0,0 Female   urban     <NA>    1 420  <NA>          NA
## 499 499 0,0,1,1,0,0,0 Female   urban     <NA>    1 421  <NA>          NA
## 500 500 0,0,1,1,0,0,0   Male   urban     <NA>    1 422  <NA>          NA
## 501 501 0,0,1,1,0,0,0   Male   urban     <NA>    1 423  <NA>          NA
## 502 502 0,0,1,1,0,0,0   Male   urban      Yes    1 424     8           0
## 503 503 0,0,1,1,0,0,0   Male   urban      Yes    1 425     8           0
## 504 504 0,0,1,1,0,0,0   Male   urban      Yes    1 426     8           0
## 505 505 0,0,1,1,0,0,0   Male   urban      Yes    1 427     8           0
## 506 506 0,0,1,1,0,0,0   Male   urban      Yes    1 428     8           0
## 507 507 0,0,1,1,0,0,0   Male   urban       No    1 429     4           0
## 508 508 0,0,1,1,1,0,0 Female   urban      Yes    1 430     7           0
## 509 509 0,0,1,1,1,0,0 Female   urban       No    1 431     3           0
## 510 510 0,0,1,1,1,0,0   Male   urban     <NA>    1 432  <NA>          NA
## 511 511 0,0,1,1,1,0,0   Male   urban     <NA>    1 433  <NA>          NA
## 512 512 0,0,1,1,1,0,0   Male   urban     <NA>    1 434  <NA>          NA
## 513 513 0,0,1,1,1,0,0   Male   urban     <NA>    1 435  <NA>          NA
## 514 514 0,0,1,1,1,1,0 Female   urban       No    1 436     3           0
## 515 515 0,0,1,1,1,1,0   Male   urban     <NA>    1 437  <NA>          NA
## 516 516 0,0,1,1,1,1,1 Female   urban       No    1 438     3           0
## 517 517 0,0,1,1,1,0,0 Female   urban       No    1 439     3           0
## 518 518 0,1,0,0,0,0,0 Female   urban       No    1 440     3           0
## 519 519 0,1,0,0,0,0,0 Female   urban       No    1 441     3           0
## 520 520 0,1,0,0,0,0,0 Female   urban     <NA>    1 442  <NA>          NA
## 521 521 0,1,0,0,0,0,0 Female   urban      Yes    1 443     7           0
## 522 522 0,1,0,0,0,0,0 Female   urban     <NA>    1 444  <NA>          NA
## 523 523 0,1,0,0,0,0,0 Female   urban       No    1 445     3           0
## 524 524 0,1,0,0,0,0,0 Female   urban      Yes    1 446     7           0
## 525 525 0,1,0,0,0,0,0 Female   urban     <NA>    1 447  <NA>          NA
## 526 526 0,1,0,0,0,0,0 Female   urban      Yes    1 448     7           0
## 527 527 0,1,0,0,0,0,0 Female   urban      Yes    1 449     7           0
## 528 528 0,1,0,0,0,0,0 Female   urban     <NA>    1 450  <NA>          NA
## 529 529 0,1,0,0,0,0,0 Female   urban      Yes    1 451     7           0
## 530 530 0,1,0,0,0,0,0 Female   urban       No    1 452     3           0
## 531 531 0,1,0,0,0,0,0 Female   urban       No    1 453     3           0
## 532 532 0,1,0,0,0,0,0 Female   urban     <NA>    1 454  <NA>          NA
## 533 533 0,1,0,0,0,0,0 Female   urban     <NA>    1 455  <NA>          NA
## 534 534 0,1,0,0,0,0,0 Female   urban       No    1 456     3           0
## 535 535 0,1,0,0,0,0,0 Female   urban      Yes    1 457     7           0
## 536 536 0,1,0,0,0,0,0   Male   urban      Yes    1 458     8           0
## 537 537 0,1,0,0,0,0,0   Male   urban       No    1 459     4           0
## 538 538 0,1,0,0,0,0,0   Male   urban      Yes    1 460     8           0
## 539 539 0,1,0,0,0,0,0   Male   urban       No    1 461     4           0
## 540 540 0,1,0,0,0,0,0   Male   urban       No    1 462     4           0
## 541 541 0,1,0,0,0,0,0   Male   urban      Yes    1 463     8           0
## 542 542 0,1,0,0,0,0,0   Male   urban       No    1 464     4           0
## 543 543 0,1,0,0,0,0,0   Male   urban     <NA>    1 465  <NA>          NA
## 544 544 0,1,0,0,0,0,0   Male   urban      Yes    1 466     8           0
## 545 545 0,1,0,0,0,0,0   Male   urban     <NA>    1 467  <NA>          NA
## 546 546 0,1,0,0,0,0,0   Male   urban       No    1 468     4           0
## 547 547 0,1,0,0,0,0,0 Female   urban       No    1 469     3           0
## 548 548 0,1,0,0,0,0,0 Female   urban      Yes    1 470     7           0
## 549 549 0,1,0,0,0,0,0 Female   urban      Yes    1 471     7           0
## 550 550 0,1,0,0,0,0,0 Female   urban     <NA>    1 472  <NA>          NA
## 551 551 0,1,1,0,0,0,0   Male   urban       No    1 473     4           0
## 552 552 0,1,1,0,0,0,0   Male   urban     <NA>    1 474  <NA>          NA
## 553 553 0,1,1,0,0,0,0   Male   urban     <NA>    1 475  <NA>          NA
## 554 554 0,1,1,0,0,0,0   Male   urban       No    1 476     4           0
## 555 555 0,1,1,0,0,0,0   Male   urban       No    1 477     4           0
## 556 556 0,1,1,0,0,0,0   Male   urban      Yes    1 478     8           0
## 557 557 0,1,1,0,0,0,0   Male   urban      Yes    1 479     8           0
## 558 558 0,1,0,0,0,0,0 Female   urban      Yes    1 480     7           0
## 559 559 0,1,0,0,0,0,0 Female   urban     <NA>    1 481  <NA>          NA
## 560 560 0,1,1,1,0,0,0   Male   urban       No    1 482     4           0
## 561 561 0,1,0,0,0,0,0 Female   urban      Yes    1 483     7           0
## 562 562 0,1,0,0,0,0,0 Female   urban     <NA>    1 484  <NA>          NA
## 563 563 0,1,1,1,1,0,0   Male   urban       No    1 485     4           0
## 564 564 0,1,0,0,0,0,0 Female   urban       No    1 486     3           0
## 565 565 0,1,0,0,0,0,0 Female   urban     <NA>    1 487  <NA>          NA
## 566 566 0,1,1,0,0,0,0 Female   urban     <NA>    1 488  <NA>          NA
## 567 567 1,0,0,0,0,0,0 Female   urban     <NA>    1 489  <NA>          NA
## 568 568 1,0,0,0,0,0,0 Female   urban      Yes    1 490     7           0
## 569 569 1,0,0,0,0,0,0 Female   urban       No    1 491     3           0
## 570 570 1,0,0,0,0,0,0 Female   urban      Yes    1 492     7           0
## 571 571 1,0,0,0,0,0,0   Male   urban     <NA>    1 493  <NA>          NA
## 572 572 1,0,0,0,0,0,0   Male   urban       No    1 494     4           0
## 573 573 1,0,0,0,0,0,0   Male   urban      Yes    1 495     8           0
## 574 574 1,0,0,0,0,0,0   Male   urban       No    1 496     4           0
## 575 575 1,0,0,0,0,0,0   Male   urban     <NA>    1 497  <NA>          NA
## 576 576 1,0,0,0,0,0,0 Female   urban       No    1 498     3           0
## 577 577 1,0,1,0,0,0,0   Male   urban      Yes    1 499     8           0
## 578 578 1,1,0,0,0,0,0 Female   urban     <NA>    1 500  <NA>          NA
## 579 579 1,1,0,0,0,0,0 Female   urban      Yes    1 501     7           0
## 580 580 1,1,0,0,0,0,0   Male   urban     <NA>    1 502  <NA>          NA
## 581 581 1,1,0,0,0,0,0   Male   urban     <NA>    1 503  <NA>          NA
## 582 582 1,1,0,0,0,0,0   Male   urban       No    1 504     4           0
## 583 583 1,1,0,0,0,0,0   Male   urban      Yes    1 505     8           0
## 584 584 1,1,0,0,0,0,0 Female   urban     <NA>    1 506  <NA>          NA
## 585 585 1,1,0,0,0,0,0 Female   urban       No    1 507     3           0
## 586 586 1,1,0,0,0,0,0   Male   urban      Yes    1 508     8           0
## 587 587 1,1,0,0,0,0,0 Female   urban      Yes    1 509     7           0
## 588 588 1,1,1,1,1,1,0   Male   urban     <NA>    1 510  <NA>          NA
## 589 589 1,1,0,0,0,0,0 Female   urban      Yes    1 511     7           0
## 590 590 1,1,0,0,0,0,0 Female   urban      Yes    1 512     7           0
## 591 591 1,1,0,0,0,0,0 Female   urban      Yes    1 513     7           0
## 592 592 1,1,0,0,0,0,0 Female   urban      Yes    1 514     7           0
## 593 593 1,1,0,0,0,0,0 Female   urban      Yes    1 515     7           0
## 594 594 1,1,0,0,0,0,0 Female   urban      Yes    1 516     7           0
## 595 595 1,1,0,0,0,0,0 Female   urban      Yes    1 517     7           0
## 596 596 1,1,0,0,0,0,0 Female   urban      Yes    1 518     7           0
## 597 597 1,1,0,0,0,0,0 Female   urban      Yes    1 519     7           0
## 598 598 1,1,0,0,0,0,0 Female   urban      Yes    1 520     7           0
## 599 599 1,1,0,0,0,0,0 Female   urban      Yes    1 521     7           0
## 600 600 1,1,0,0,0,0,0 Female   urban      Yes    1 522     7           0
## 601 601 1,1,0,0,0,0,0 Female   urban      Yes    1 523     7           0
## 602 602 1,1,0,0,0,0,0 Female   urban      Yes    1 524     7           0
## 603 603 1,1,0,0,0,0,0 Female   urban      Yes    1 525     7           0
## 604 604 1,1,0,0,0,0,0 Female   urban      Yes    1 526     7           0
## 605 605 1,1,0,0,0,0,0 Female   urban      Yes    1 527     7           0
## 
## $model
## [1] "CJS"
## 
## $mixtures
## NULL
## 
## $freq
##     sexFemale.habitatrural.infectedNo sexMale.habitatrural.infectedNo
## 1                                   0                               0
## 2                                   0                               0
## 3                                   1                               0
## 4                                   0                               0
## 5                                   1                               0
## 6                                   0                               0
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##     sexFemale.habitatrural.infectedYes sexMale.habitatrural.infectedYes
## 1                                    1                                0
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## 417                                  0                                0
## 418                                  1                                0
## 419                                  0                                0
## 420                                  0                                0
## 421                                  0                                0
## 422                                  0                                0
## 423                                  0                                0
## 424                                  0                                1
## 425                                  0                                1
## 426                                  0                                1
## 427                                  0                                1
## 428                                  0                                1
## 429                                  0                                0
## 430                                  1                                0
## 431                                  0                                0
## 432                                  0                                0
## 433                                  0                                0
## 434                                  0                                0
## 435                                  0                                0
## 436                                  0                                0
## 437                                  0                                0
## 438                                  0                                0
## 439                                  0                                0
## 440                                  0                                0
## 441                                  0                                0
## 442                                  0                                0
## 443                                  1                                0
## 444                                  0                                0
## 445                                  0                                0
## 446                                  1                                0
## 447                                  0                                0
## 448                                  1                                0
## 449                                  1                                0
## 450                                  0                                0
## 451                                  1                                0
## 452                                  0                                0
## 453                                  0                                0
## 454                                  0                                0
## 455                                  0                                0
## 456                                  0                                0
## 457                                  1                                0
## 458                                  0                                1
## 459                                  0                                0
## 460                                  0                                1
## 461                                  0                                0
## 462                                  0                                0
## 463                                  0                                1
## 464                                  0                                0
## 465                                  0                                0
## 466                                  0                                1
## 467                                  0                                0
## 468                                  0                                0
## 469                                  0                                0
## 470                                  1                                0
## 471                                  1                                0
## 472                                  0                                0
## 473                                  0                                0
## 474                                  0                                0
## 475                                  0                                0
## 476                                  0                                0
## 477                                  0                                0
## 478                                  0                                1
## 479                                  0                                1
## 480                                  1                                0
## 481                                  0                                0
## 482                                  0                                0
## 483                                  1                                0
## 484                                  0                                0
## 485                                  0                                0
## 486                                  0                                0
## 487                                  0                                0
## 488                                  0                                0
## 489                                  0                                0
## 490                                  1                                0
## 491                                  0                                0
## 492                                  1                                0
## 493                                  0                                0
## 494                                  0                                0
## 495                                  0                                1
## 496                                  0                                0
## 497                                  0                                0
## 498                                  0                                0
## 499                                  0                                1
## 500                                  0                                0
## 501                                  1                                0
## 502                                  0                                0
## 503                                  0                                0
## 504                                  0                                0
## 505                                  0                                1
## 506                                  0                                0
## 507                                  0                                0
## 508                                  0                                1
## 509                                  1                                0
## 510                                  0                                0
## 511                                  1                                0
## 512                                  1                                0
## 513                                  1                                0
## 514                                  1                                0
## 515                                  1                                0
## 516                                  1                                0
## 517                                  1                                0
## 518                                  1                                0
## 519                                  1                                0
## 520                                  1                                0
## 521                                  1                                0
## 522                                  1                                0
## 523                                  1                                0
## 524                                  1                                0
## 525                                  1                                0
## 526                                  1                                0
## 527                                  1                                0
## 
## $nocc
## [1] 7
## 
## $nocc.secondary
## NULL
## 
## $time.intervals
## [1] 1 1 1 1 1 1
## 
## $begin.time
## [1] 1
## 
## $initial.ages
## [1] 0 0 0 0 0 0 0 0
## 
## $group.covariates
##      sex habitat infected
## 1 Female   rural       No
## 2   Male   rural       No
## 3 Female   urban       No
## 4   Male   urban       No
## 5 Female   rural      Yes
## 6   Male   rural      Yes
## 7 Female   urban      Yes
## 8   Male   urban      Yes
## 
## $start
##               [,1] [,2]
## 0,0,0,0,0,1,0   NA    6
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## 0,0,0,1,0,0,0   NA    4
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## 0,0,0,1,1,1,1   NA    4
## 0,0,0,1,1,1,1   NA    4
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
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## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
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## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
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## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
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## 0,0,1,0,1,1,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
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## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,1,1,0   NA    3
## 0,0,1,1,1,1,1   NA    3
## 0,0,1,1,1,1,1   NA    3
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,1,1,0   NA    2
## 0,1,1,1,0,0,0   NA    2
## 0,1,1,1,0,0,0   NA    2
## 0,1,1,1,1,0,0   NA    2
## 0,1,1,1,1,0,0   NA    2
## 0,1,1,1,1,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,1,1,1,1,1   NA    2
## 0,1,1,1,1,1,1   NA    2
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,1,0,0,0,0   NA    1
## 1,0,1,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,1,1,1,0   NA    1
## 1,1,1,1,0,0,0   NA    1
## 1,1,1,1,0,0,0   NA    1
## 1,1,1,1,1,0,0   NA    1
## 1,1,1,1,1,1,0   NA    1
## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
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## 0,0,0,0,0,1,0   NA    6
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## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
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## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
## 0,0,0,0,0,1,0   NA    6
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## 0,0,0,0,0,1,1   NA    6
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## 0,0,0,0,0,1,1   NA    6
## 0,0,0,0,0,1,1   NA    6
## 0,0,0,0,0,1,1   NA    6
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## 0,0,0,0,0,1,1   NA    6
## 0,0,0,0,0,1,1   NA    6
## 0,0,0,0,0,1,1   NA    6
## 0,0,0,0,0,1,1   NA    6
## 0,0,0,0,0,1,1   NA    6
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## 0,0,0,0,0,1,1   NA    6
## 0,0,0,0,0,1,1   NA    6
## 0,0,0,0,0,1,1   NA    6
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,0,0   NA    5
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## 0,0,0,0,1,0,0   NA    5
## 0,0,0,0,1,1,0   NA    5
## 0,0,0,0,1,1,0   NA    5
## 0,0,0,0,1,1,0   NA    5
## 0,0,0,0,1,1,0   NA    5
## 0,0,0,0,1,1,0   NA    5
## 0,0,0,0,1,1,0   NA    5
## 0,0,0,0,1,1,0   NA    5
## 0,0,0,0,1,1,0   NA    5
## 0,0,0,0,1,1,0   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
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## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,0,1,1,1   NA    5
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,0   NA    4
## 0,0,0,1,0,0,1   NA    4
## 0,0,0,1,0,0,1   NA    4
## 0,0,0,1,0,1,1   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,0,0   NA    4
## 0,0,0,1,1,1,0   NA    4
## 0,0,0,1,1,1,0   NA    4
## 0,0,0,1,1,1,0   NA    4
## 0,0,0,1,1,1,0   NA    4
## 0,0,0,1,1,1,0   NA    4
## 0,0,0,1,1,1,0   NA    4
## 0,0,0,1,1,1,0   NA    4
## 0,0,0,1,1,1,1   NA    4
## 0,0,0,1,1,1,1   NA    4
## 0,0,0,1,1,1,1   NA    4
## 0,0,0,1,1,1,1   NA    4
## 0,0,0,1,1,1,1   NA    4
## 0,0,0,1,1,1,1   NA    4
## 0,0,0,1,1,1,1   NA    4
## 0,0,0,1,1,1,1   NA    4
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,0,0,0   NA    3
## 0,0,1,0,1,1,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,0,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,0,1,1,1,1,0   NA    3
## 0,0,1,1,1,1,0   NA    3
## 0,0,1,1,1,1,1   NA    3
## 0,0,1,1,1,0,0   NA    3
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,1,1,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,1,1,1,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,0,0,0,0,0   NA    2
## 0,1,1,0,0,0,0   NA    2
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,0,0,0,0,0   NA    1
## 1,0,1,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,1,1,1,1,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 1,1,0,0,0,0,0   NA    1
## 
## $ehmat
##        [,1] [,2] [,3] [,4] [,5] [,6] [,7]
##   [1,]    0    0    0    0    0    1    0
##   [2,]    0    0    0    0    0    1    0
##   [3,]    0    0    0    0    0    1    0
##   [4,]    0    0    0    0    0    1    0
##   [5,]    0    0    0    0    0    1    0
##   [6,]    0    0    0    0    0    1    0
##   [7,]    0    0    0    0    0    1    0
##   [8,]    0    0    0    0    0    1    0
##   [9,]    0    0    0    0    0    1    0
##  [10,]    0    0    0    0    0    1    0
##  [11,]    0    0    0    0    0    1    0
##  [12,]    0    0    0    0    0    1    0
##  [13,]    0    0    0    0    0    1    0
##  [14,]    0    0    0    0    0    1    0
##  [15,]    0    0    0    0    0    1    0
##  [16,]    0    0    0    0    0    1    0
##  [17,]    0    0    0    0    0    1    0
##  [18,]    0    0    0    0    0    1    0
##  [19,]    0    0    0    0    0    1    0
##  [20,]    0    0    0    0    0    1    0
##  [21,]    0    0    0    0    0    1    0
##  [22,]    0    0    0    0    0    1    0
##  [23,]    0    0    0    0    0    1    0
##  [24,]    0    0    0    0    0    1    1
##  [25,]    0    0    0    0    0    1    1
##  [26,]    0    0    0    0    0    1    1
##  [27,]    0    0    0    0    0    1    1
##  [28,]    0    0    0    0    0    1    1
##  [29,]    0    0    0    0    0    1    1
##  [30,]    0    0    0    0    0    1    1
##  [31,]    0    0    0    0    0    1    1
##  [32,]    0    0    0    0    0    1    1
##  [33,]    0    0    0    0    0    1    1
##  [34,]    0    0    0    0    0    1    1
##  [35,]    0    0    0    0    0    1    1
##  [36,]    0    0    0    0    0    1    1
##  [37,]    0    0    0    0    0    1    1
##  [38,]    0    0    0    0    0    1    1
##  [39,]    0    0    0    0    0    1    1
##  [40,]    0    0    0    0    0    1    1
##  [41,]    0    0    0    0    0    1    1
##  [42,]    0    0    0    0    0    1    1
##  [43,]    0    0    0    0    0    1    1
##  [44,]    0    0    0    0    0    1    1
##  [45,]    0    0    0    0    0    1    1
##  [46,]    0    0    0    0    0    1    1
##  [47,]    0    0    0    0    1    0    0
##  [48,]    0    0    0    0    1    0    0
##  [49,]    0    0    0    0    1    0    0
##  [50,]    0    0    0    0    1    0    0
##  [51,]    0    0    0    0    1    0    0
##  [52,]    0    0    0    0    1    0    0
##  [53,]    0    0    0    0    1    0    0
##  [54,]    0    0    0    0    1    0    0
##  [55,]    0    0    0    0    1    0    0
##  [56,]    0    0    0    0    1    0    0
##  [57,]    0    0    0    0    1    0    0
##  [58,]    0    0    0    0    1    0    0
##  [59,]    0    0    0    0    1    0    0
##  [60,]    0    0    0    0    1    0    0
##  [61,]    0    0    0    0    1    0    0
##  [62,]    0    0    0    0    1    0    0
##  [63,]    0    0    0    0    1    1    0
##  [64,]    0    0    0    0    1    1    0
##  [65,]    0    0    0    0    1    1    0
##  [66,]    0    0    0    0    1    1    0
##  [67,]    0    0    0    0    1    1    0
##  [68,]    0    0    0    0    1    1    0
##  [69,]    0    0    0    0    1    1    0
##  [70,]    0    0    0    0    1    1    0
##  [71,]    0    0    0    0    1    1    0
##  [72,]    0    0    0    0    1    0    0
##  [73,]    0    0    0    0    1    0    0
##  [74,]    0    0    0    0    1    1    1
##  [75,]    0    0    0    0    1    0    0
##  [76,]    0    0    0    0    1    1    0
##  [77,]    0    0    0    0    1    0    0
##  [78,]    0    0    0    0    1    1    1
##  [79,]    0    0    0    0    1    1    1
##  [80,]    0    0    0    0    1    1    1
##  [81,]    0    0    0    0    1    1    1
##  [82,]    0    0    0    0    1    1    1
##  [83,]    0    0    0    0    1    0    0
##  [84,]    0    0    0    0    1    1    1
##  [85,]    0    0    0    0    1    1    1
##  [86,]    0    0    0    0    1    1    1
##  [87,]    0    0    0    0    1    1    1
##  [88,]    0    0    0    1    0    0    0
##  [89,]    0    0    0    1    0    0    0
##  [90,]    0    0    0    1    0    0    0
##  [91,]    0    0    0    1    0    0    0
##  [92,]    0    0    0    1    0    0    0
##  [93,]    0    0    0    1    0    0    0
##  [94,]    0    0    0    1    0    0    0
##  [95,]    0    0    0    1    0    0    0
##  [96,]    0    0    0    1    0    0    0
##  [97,]    0    0    0    1    0    0    0
##  [98,]    0    0    0    1    0    0    0
##  [99,]    0    0    0    1    0    0    0
## [100,]    0    0    0    1    0    0    0
## [101,]    0    0    0    1    0    0    0
## [102,]    0    0    0    1    0    0    0
## [103,]    0    0    0    1    0    0    0
## [104,]    0    0    0    1    0    0    1
## [105,]    0    0    0    1    0    0    1
## [106,]    0    0    0    1    0    1    0
## [107,]    0    0    0    1    1    0    0
## [108,]    0    0    0    1    1    0    0
## [109,]    0    0    0    1    0    0    0
## [110,]    0    0    0    1    1    0    0
## [111,]    0    0    0    1    1    0    0
## [112,]    0    0    0    1    1    0    0
## [113,]    0    0    0    1    1    0    0
## [114,]    0    0    0    1    1    0    0
## [115,]    0    0    0    1    1    0    0
## [116,]    0    0    0    1    1    0    0
## [117,]    0    0    0    1    1    0    0
## [118,]    0    0    0    1    1    1    0
## [119,]    0    0    0    1    1    1    0
## [120,]    0    0    0    1    1    0    0
## [121,]    0    0    0    1    1    1    0
## [122,]    0    0    0    1    1    1    0
## [123,]    0    0    0    1    1    1    0
## [124,]    0    0    0    1    1    1    0
## [125,]    0    0    0    1    1    1    1
## [126,]    0    0    0    1    1    1    1
## [127,]    0    0    0    1    1    1    1
## [128,]    0    0    0    1    1    1    1
## [129,]    0    0    0    1    1    1    1
## [130,]    0    0    0    1    1    1    1
## [131,]    0    0    0    1    1    1    1
## [132,]    0    0    0    1    1    1    1
## [133,]    0    0    1    0    0    0    0
## [134,]    0    0    1    0    0    0    0
## [135,]    0    0    1    0    0    0    0
## [136,]    0    0    1    0    0    0    0
## [137,]    0    0    1    0    0    0    0
## [138,]    0    0    1    0    0    0    0
## [139,]    0    0    1    0    0    0    0
## [140,]    0    0    1    0    0    0    0
## [141,]    0    0    1    0    0    0    0
## [142,]    0    0    1    0    0    0    0
## [143,]    0    0    1    0    0    0    0
## [144,]    0    0    1    0    0    0    0
## [145,]    0    0    1    0    0    0    0
## [146,]    0    0    1    0    0    0    0
## [147,]    0    0    1    0    0    0    0
## [148,]    0    0    1    0    0    0    0
## [149,]    0    0    1    0    0    0    0
## [150,]    0    0    1    0    0    0    0
## [151,]    0    0    1    0    0    0    0
## [152,]    0    0    1    0    0    0    0
## [153,]    0    0    1    0    0    0    0
## [154,]    0    0    1    0    0    0    0
## [155,]    0    0    1    0    0    0    0
## [156,]    0    0    1    0    0    0    0
## [157,]    0    0    1    0    0    0    0
## [158,]    0    0    1    0    0    0    0
## [159,]    0    0    1    0    0    0    0
## [160,]    0    0    1    0    0    0    0
## [161,]    0    0    1    0    0    0    0
## [162,]    0    0    1    0    1    1    0
## [163,]    0    0    1    1    0    0    0
## [164,]    0    0    1    1    0    0    0
## [165,]    0    0    1    1    0    0    0
## [166,]    0    0    1    1    0    0    0
## [167,]    0    0    1    1    0    0    0
## [168,]    0    0    1    1    0    0    0
## [169,]    0    0    1    1    0    0    0
## [170,]    0    0    1    1    0    0    0
## [171,]    0    0    1    1    0    0    0
## [172,]    0    0    1    1    0    0    0
## [173,]    0    0    1    1    0    0    0
## [174,]    0    0    1    1    0    0    0
## [175,]    0    0    1    1    1    0    0
## [176,]    0    0    1    1    1    0    0
## [177,]    0    0    1    1    1    0    0
## [178,]    0    0    1    1    1    0    0
## [179,]    0    0    1    1    1    0    0
## [180,]    0    0    1    1    1    0    0
## [181,]    0    0    1    1    0    0    0
## [182,]    0    0    1    1    1    1    0
## [183,]    0    0    1    1    1    1    1
## [184,]    0    0    1    1    1    1    1
## [185,]    0    1    0    0    0    0    0
## [186,]    0    1    0    0    0    0    0
## [187,]    0    1    0    0    0    0    0
## [188,]    0    1    0    0    0    0    0
## [189,]    0    1    0    0    0    0    0
## [190,]    0    1    0    0    0    0    0
## [191,]    0    1    0    0    0    0    0
## [192,]    0    1    0    0    0    0    0
## [193,]    0    1    0    0    0    0    0
## [194,]    0    1    0    0    0    0    0
## [195,]    0    1    0    0    0    0    0
## [196,]    0    1    0    0    0    0    0
## [197,]    0    1    0    0    0    0    0
## [198,]    0    1    0    0    0    0    0
## [199,]    0    1    0    0    0    0    0
## [200,]    0    1    0    0    0    0    0
## [201,]    0    1    0    0    0    0    0
## [202,]    0    1    0    0    0    0    0
## [203,]    0    1    0    0    0    0    0
## [204,]    0    1    0    0    0    0    0
## [205,]    0    1    0    0    0    0    0
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## [207,]    0    1    0    0    0    0    0
## [208,]    0    1    0    0    0    0    0
## [209,]    0    1    0    0    0    0    0
## [210,]    0    1    0    0    0    0    0
## [211,]    0    1    0    0    0    0    0
## [212,]    0    1    0    0    0    0    0
## [213,]    0    1    0    0    0    0    0
## [214,]    0    1    1    0    0    0    0
## [215,]    0    1    1    0    0    0    0
## [216,]    0    1    1    0    0    0    0
## [217,]    0    1    1    0    0    0    0
## [218,]    0    1    1    0    0    0    0
## [219,]    0    1    1    0    0    0    0
## [220,]    0    1    1    0    0    0    0
## [221,]    0    1    1    0    0    0    0
## [222,]    0    1    1    0    0    0    0
## [223,]    0    1    1    0    0    0    0
## [224,]    0    1    1    0    0    0    0
## [225,]    0    1    1    0    1    1    0
## [226,]    0    1    1    1    0    0    0
## [227,]    0    1    1    1    0    0    0
## [228,]    0    1    1    1    1    0    0
## [229,]    0    1    1    1    1    0    0
## [230,]    0    1    1    1    1    0    0
## [231,]    0    1    0    0    0    0    0
## [232,]    0    1    1    1    1    1    1
## [233,]    0    1    1    1    1    1    1
## [234,]    1    0    0    0    0    0    0
## [235,]    1    0    0    0    0    0    0
## [236,]    1    0    0    0    0    0    0
## [237,]    1    0    0    0    0    0    0
## [238,]    1    0    0    0    0    0    0
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## [240,]    1    0    0    0    0    0    0
## [241,]    1    0    0    0    0    0    0
## [242,]    1    0    0    0    0    0    0
## [243,]    1    0    1    0    0    0    0
## [244,]    1    0    1    0    0    0    0
## [245,]    1    1    0    0    0    0    0
## [246,]    1    1    0    0    0    0    0
## [247,]    1    1    0    0    0    0    0
## [248,]    1    1    0    0    0    0    0
## [249,]    1    1    0    0    0    0    0
## [250,]    1    1    0    0    0    0    0
## [251,]    1    1    0    1    1    1    0
## [252,]    1    1    1    1    0    0    0
## [253,]    1    1    1    1    0    0    0
## [254,]    1    1    1    1    1    0    0
## [255,]    1    1    1    1    1    1    0
## [256,]    0    0    0    0    0    1    0
## [257,]    0    0    0    0    0    1    0
## [258,]    0    0    0    0    0    1    0
## [259,]    0    0    0    0    0    1    0
## [260,]    0    0    0    0    0    1    0
## [261,]    0    0    0    0    0    1    0
## [262,]    0    0    0    0    0    1    0
## [263,]    0    0    0    0    0    1    0
## [264,]    0    0    0    0    0    1    0
## [265,]    0    0    0    0    0    1    0
## [266,]    0    0    0    0    0    1    0
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## [269,]    0    0    0    0    0    1    0
## [270,]    0    0    0    0    0    1    0
## [271,]    0    0    0    0    0    1    0
## [272,]    0    0    0    0    0    1    0
## [273,]    0    0    0    0    0    1    0
## [274,]    0    0    0    0    0    1    0
## [275,]    0    0    0    0    0    1    0
## [276,]    0    0    0    0    0    1    0
## [277,]    0    0    0    0    0    1    0
## [278,]    0    0    0    0    0    1    0
## [279,]    0    0    0    0    0    1    1
## [280,]    0    0    0    0    0    1    1
## [281,]    0    0    0    0    0    1    1
## [282,]    0    0    0    0    0    1    1
## [283,]    0    0    0    0    0    1    1
## [284,]    0    0    0    0    0    1    1
## [285,]    0    0    0    0    0    1    1
## [286,]    0    0    0    0    0    1    1
## [287,]    0    0    0    0    0    1    1
## [288,]    0    0    0    0    0    1    1
## [289,]    0    0    0    0    0    1    1
## [290,]    0    0    0    0    0    1    1
## [291,]    0    0    0    0    0    1    1
## [292,]    0    0    0    0    0    1    1
## [293,]    0    0    0    0    0    1    1
## [294,]    0    0    0    0    0    1    1
## [295,]    0    0    0    0    0    1    1
## [296,]    0    0    0    0    0    1    1
## [297,]    0    0    0    0    0    1    1
## [298,]    0    0    0    0    0    1    1
## [299,]    0    0    0    0    0    1    1
## [300,]    0    0    0    0    0    1    1
## [301,]    0    0    0    0    0    1    1
## [302,]    0    0    0    0    1    0    0
## [303,]    0    0    0    0    1    0    0
## [304,]    0    0    0    0    1    0    0
## [305,]    0    0    0    0    1    0    0
## [306,]    0    0    0    0    1    0    0
## [307,]    0    0    0    0    1    0    0
## [308,]    0    0    0    0    1    0    0
## [309,]    0    0    0    0    1    0    0
## [310,]    0    0    0    0    1    0    0
## [311,]    0    0    0    0    1    0    0
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## [313,]    0    0    0    0    1    0    0
## [314,]    0    0    0    0    1    0    0
## [315,]    0    0    0    0    1    0    0
## [316,]    0    0    0    0    1    0    0
## [317,]    0    0    0    0    1    0    0
## [318,]    0    0    0    0    1    1    0
## [319,]    0    0    0    0    1    1    0
## [320,]    0    0    0    0    1    1    0
## [321,]    0    0    0    0    1    1    0
## [322,]    0    0    0    0    1    1    0
## [323,]    0    0    0    0    1    1    0
## [324,]    0    0    0    0    1    1    0
## [325,]    0    0    0    0    1    1    0
## [326,]    0    0    0    0    1    1    0
## [327,]    0    0    0    0    1    1    1
## [328,]    0    0    0    0    1    1    1
## [329,]    0    0    0    0    1    1    1
## [330,]    0    0    0    0    1    1    1
## [331,]    0    0    0    0    1    1    1
## [332,]    0    0    0    0    1    1    1
## [333,]    0    0    0    0    1    1    1
## [334,]    0    0    0    0    1    1    1
## [335,]    0    0    0    0    1    1    1
## [336,]    0    0    0    0    1    1    1
## [337,]    0    0    0    0    1    1    1
## [338,]    0    0    0    0    1    1    1
## [339,]    0    0    0    0    1    1    1
## [340,]    0    0    0    0    1    1    1
## [341,]    0    0    0    0    1    1    1
## [342,]    0    0    0    0    1    1    1
## [343,]    0    0    0    1    0    0    0
## [344,]    0    0    0    1    0    0    0
## [345,]    0    0    0    1    0    0    0
## [346,]    0    0    0    1    0    0    0
## [347,]    0    0    0    1    0    0    0
## [348,]    0    0    0    1    0    0    0
## [349,]    0    0    0    1    0    0    0
## [350,]    0    0    0    1    0    0    0
## [351,]    0    0    0    1    0    0    0
## [352,]    0    0    0    1    0    0    0
## [353,]    0    0    0    1    0    0    0
## [354,]    0    0    0    1    0    0    0
## [355,]    0    0    0    1    0    0    0
## [356,]    0    0    0    1    0    0    0
## [357,]    0    0    0    1    0    0    0
## [358,]    0    0    0    1    0    0    0
## [359,]    0    0    0    1    0    0    1
## [360,]    0    0    0    1    0    0    1
## [361,]    0    0    0    1    0    1    1
## [362,]    0    0    0    1    1    0    0
## [363,]    0    0    0    1    1    0    0
## [364,]    0    0    0    1    1    0    0
## [365,]    0    0    0    1    1    0    0
## [366,]    0    0    0    1    1    0    0
## [367,]    0    0    0    1    1    0    0
## [368,]    0    0    0    1    1    0    0
## [369,]    0    0    0    1    1    0    0
## [370,]    0    0    0    1    1    0    0
## [371,]    0    0    0    1    1    0    0
## [372,]    0    0    0    1    1    0    0
## [373,]    0    0    0    1    1    1    0
## [374,]    0    0    0    1    1    1    0
## [375,]    0    0    0    1    1    1    0
## [376,]    0    0    0    1    1    1    0
## [377,]    0    0    0    1    1    1    0
## [378,]    0    0    0    1    1    1    0
## [379,]    0    0    0    1    1    1    0
## [380,]    0    0    0    1    1    1    1
## [381,]    0    0    0    1    1    1    1
## [382,]    0    0    0    1    1    1    1
## [383,]    0    0    0    1    1    1    1
## [384,]    0    0    0    1    1    1    1
## [385,]    0    0    0    1    1    1    1
## [386,]    0    0    0    1    1    1    1
## [387,]    0    0    0    1    1    1    1
## [388,]    0    0    1    0    0    0    0
## [389,]    0    0    1    0    0    0    0
## [390,]    0    0    1    0    0    0    0
## [391,]    0    0    1    0    0    0    0
## [392,]    0    0    1    0    0    0    0
## [393,]    0    0    1    0    0    0    0
## [394,]    0    0    1    0    0    0    0
## [395,]    0    0    1    0    0    0    0
## [396,]    0    0    1    0    0    0    0
## [397,]    0    0    1    0    0    0    0
## [398,]    0    0    1    0    0    0    0
## [399,]    0    0    1    0    0    0    0
## [400,]    0    0    1    0    0    0    0
## [401,]    0    0    1    0    0    0    0
## [402,]    0    0    1    0    0    0    0
## [403,]    0    0    1    0    0    0    0
## [404,]    0    0    1    0    0    0    0
## [405,]    0    0    1    0    0    0    0
## [406,]    0    0    1    0    0    0    0
## [407,]    0    0    1    0    0    0    0
## [408,]    0    0    1    0    0    0    0
## [409,]    0    0    1    0    0    0    0
## [410,]    0    0    1    0    0    0    0
## [411,]    0    0    1    0    0    0    0
## [412,]    0    0    1    0    0    0    0
## [413,]    0    0    1    0    0    0    0
## [414,]    0    0    1    0    0    0    0
## [415,]    0    0    1    0    0    0    0
## [416,]    0    0    1    0    0    0    0
## [417,]    0    0    1    0    1    1    0
## [418,]    0    0    1    1    0    0    0
## [419,]    0    0    1    1    0    0    0
## [420,]    0    0    1    1    0    0    0
## [421,]    0    0    1    1    0    0    0
## [422,]    0    0    1    1    0    0    0
## [423,]    0    0    1    1    0    0    0
## [424,]    0    0    1    1    0    0    0
## [425,]    0    0    1    1    0    0    0
## [426,]    0    0    1    1    0    0    0
## [427,]    0    0    1    1    0    0    0
## [428,]    0    0    1    1    0    0    0
## [429,]    0    0    1    1    0    0    0
## [430,]    0    0    1    1    1    0    0
## [431,]    0    0    1    1    1    0    0
## [432,]    0    0    1    1    1    0    0
## [433,]    0    0    1    1    1    0    0
## [434,]    0    0    1    1    1    0    0
## [435,]    0    0    1    1    1    0    0
## [436,]    0    0    1    1    1    1    0
## [437,]    0    0    1    1    1    1    0
## [438,]    0    0    1    1    1    1    1
## [439,]    0    0    1    1    1    0    0
## [440,]    0    1    0    0    0    0    0
## [441,]    0    1    0    0    0    0    0
## [442,]    0    1    0    0    0    0    0
## [443,]    0    1    0    0    0    0    0
## [444,]    0    1    0    0    0    0    0
## [445,]    0    1    0    0    0    0    0
## [446,]    0    1    0    0    0    0    0
## [447,]    0    1    0    0    0    0    0
## [448,]    0    1    0    0    0    0    0
## [449,]    0    1    0    0    0    0    0
## [450,]    0    1    0    0    0    0    0
## [451,]    0    1    0    0    0    0    0
## [452,]    0    1    0    0    0    0    0
## [453,]    0    1    0    0    0    0    0
## [454,]    0    1    0    0    0    0    0
## [455,]    0    1    0    0    0    0    0
## [456,]    0    1    0    0    0    0    0
## [457,]    0    1    0    0    0    0    0
## [458,]    0    1    0    0    0    0    0
## [459,]    0    1    0    0    0    0    0
## [460,]    0    1    0    0    0    0    0
## [461,]    0    1    0    0    0    0    0
## [462,]    0    1    0    0    0    0    0
## [463,]    0    1    0    0    0    0    0
## [464,]    0    1    0    0    0    0    0
## [465,]    0    1    0    0    0    0    0
## [466,]    0    1    0    0    0    0    0
## [467,]    0    1    0    0    0    0    0
## [468,]    0    1    0    0    0    0    0
## [469,]    0    1    0    0    0    0    0
## [470,]    0    1    0    0    0    0    0
## [471,]    0    1    0    0    0    0    0
## [472,]    0    1    0    0    0    0    0
## [473,]    0    1    1    0    0    0    0
## [474,]    0    1    1    0    0    0    0
## [475,]    0    1    1    0    0    0    0
## [476,]    0    1    1    0    0    0    0
## [477,]    0    1    1    0    0    0    0
## [478,]    0    1    1    0    0    0    0
## [479,]    0    1    1    0    0    0    0
## [480,]    0    1    0    0    0    0    0
## [481,]    0    1    0    0    0    0    0
## [482,]    0    1    1    1    0    0    0
## [483,]    0    1    0    0    0    0    0
## [484,]    0    1    0    0    0    0    0
## [485,]    0    1    1    1    1    0    0
## [486,]    0    1    0    0    0    0    0
## [487,]    0    1    0    0    0    0    0
## [488,]    0    1    1    0    0    0    0
## [489,]    1    0    0    0    0    0    0
## [490,]    1    0    0    0    0    0    0
## [491,]    1    0    0    0    0    0    0
## [492,]    1    0    0    0    0    0    0
## [493,]    1    0    0    0    0    0    0
## [494,]    1    0    0    0    0    0    0
## [495,]    1    0    0    0    0    0    0
## [496,]    1    0    0    0    0    0    0
## [497,]    1    0    0    0    0    0    0
## [498,]    1    0    0    0    0    0    0
## [499,]    1    0    1    0    0    0    0
## [500,]    1    1    0    0    0    0    0
## [501,]    1    1    0    0    0    0    0
## [502,]    1    1    0    0    0    0    0
## [503,]    1    1    0    0    0    0    0
## [504,]    1    1    0    0    0    0    0
## [505,]    1    1    0    0    0    0    0
## [506,]    1    1    0    0    0    0    0
## [507,]    1    1    0    0    0    0    0
## [508,]    1    1    0    0    0    0    0
## [509,]    1    1    0    0    0    0    0
## [510,]    1    1    1    1    1    1    0
## [511,]    1    1    0    0    0    0    0
## [512,]    1    1    0    0    0    0    0
## [513,]    1    1    0    0    0    0    0
## [514,]    1    1    0    0    0    0    0
## [515,]    1    1    0    0    0    0    0
## [516,]    1    1    0    0    0    0    0
## [517,]    1    1    0    0    0    0    0
## [518,]    1    1    0    0    0    0    0
## [519,]    1    1    0    0    0    0    0
## [520,]    1    1    0    0    0    0    0
## [521,]    1    1    0    0    0    0    0
## [522,]    1    1    0    0    0    0    0
## [523,]    1    1    0    0    0    0    0
## [524,]    1    1    0    0    0    0    0
## [525,]    1    1    0    0    0    0    0
## [526,]    1    1    0    0    0    0    0
## [527,]    1    1    0    0    0    0    0

Create the design data

m2_design <- make.design.data(data = m2_proc)

m2_design
## $Phi
##       id occ time cohort  age  ID    sex habitat infected freq          group
## 1      1   1    1      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 2      1   2    2      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 3      1   3    3      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 4      1   4    4      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 5      1   5    5      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 6      1   6    6      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 7      2   1    1      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 8      2   2    2      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 9      2   3    3      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 10     2   4    4      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 11     2   5    5      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 12     2   6    6      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 13     3   1    1      6    0  42 Female   rural       No    1  FemaleruralNo
## 14     3   2    2      6    0  42 Female   rural       No    1  FemaleruralNo
## 15     3   3    3      6    0  42 Female   rural       No    1  FemaleruralNo
## 16     3   4    4      6    0  42 Female   rural       No    1  FemaleruralNo
## 17     3   5    5      6    0  42 Female   rural       No    1  FemaleruralNo
## 18     3   6    6      6    0  42 Female   rural       No    1  FemaleruralNo
## 19     4   1    1      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 20     4   2    2      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 21     4   3    3      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 22     4   4    4      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 23     4   5    5      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 24     4   6    6      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 25     5   1    1      6    0  44 Female   rural       No    1  FemaleruralNo
## 26     5   2    2      6    0  44 Female   rural       No    1  FemaleruralNo
## 27     5   3    3      6    0  44 Female   rural       No    1  FemaleruralNo
## 28     5   4    4      6    0  44 Female   rural       No    1  FemaleruralNo
## 29     5   5    5      6    0  44 Female   rural       No    1  FemaleruralNo
## 30     5   6    6      6    0  44 Female   rural       No    1  FemaleruralNo
## 31     6   1    1      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 32     6   2    2      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 33     6   3    3      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 34     6   4    4      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 35     6   5    5      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 36     6   6    6      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 37     7   1    1      6    0  46 Female   rural       No    1  FemaleruralNo
## 38     7   2    2      6    0  46 Female   rural       No    1  FemaleruralNo
## 39     7   3    3      6    0  46 Female   rural       No    1  FemaleruralNo
## 40     7   4    4      6    0  46 Female   rural       No    1  FemaleruralNo
## 41     7   5    5      6    0  46 Female   rural       No    1  FemaleruralNo
## 42     7   6    6      6    0  46 Female   rural       No    1  FemaleruralNo
## 43     8   1    1      6    0  47 Female   rural       No    1  FemaleruralNo
## 44     8   2    2      6    0  47 Female   rural       No    1  FemaleruralNo
## 45     8   3    3      6    0  47 Female   rural       No    1  FemaleruralNo
## 46     8   4    4      6    0  47 Female   rural       No    1  FemaleruralNo
## 47     8   5    5      6    0  47 Female   rural       No    1  FemaleruralNo
## 48     8   6    6      6    0  47 Female   rural       No    1  FemaleruralNo
## 49     9   1    1      6    0  48 Female   rural       No    1  FemaleruralNo
## 50     9   2    2      6    0  48 Female   rural       No    1  FemaleruralNo
## 51     9   3    3      6    0  48 Female   rural       No    1  FemaleruralNo
## 52     9   4    4      6    0  48 Female   rural       No    1  FemaleruralNo
## 53     9   5    5      6    0  48 Female   rural       No    1  FemaleruralNo
## 54     9   6    6      6    0  48 Female   rural       No    1  FemaleruralNo
## 55    10   1    1      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 56    10   2    2      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 57    10   3    3      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 58    10   4    4      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 59    10   5    5      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 60    10   6    6      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 61    11   1    1      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 62    11   2    2      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 63    11   3    3      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 64    11   4    4      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 65    11   5    5      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 66    11   6    6      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 67    12   1    1      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 68    12   2    2      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 69    12   3    3      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 70    12   4    4      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 71    12   5    5      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 72    12   6    6      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 73    13   1    1      6    0  52   Male   rural      Yes    1   MaleruralYes
## 74    13   2    2      6    0  52   Male   rural      Yes    1   MaleruralYes
## 75    13   3    3      6    0  52   Male   rural      Yes    1   MaleruralYes
## 76    13   4    4      6    0  52   Male   rural      Yes    1   MaleruralYes
## 77    13   5    5      6    0  52   Male   rural      Yes    1   MaleruralYes
## 78    13   6    6      6    0  52   Male   rural      Yes    1   MaleruralYes
## 79    14   1    1      6    0  53   Male   rural       No    1    MaleruralNo
## 80    14   2    2      6    0  53   Male   rural       No    1    MaleruralNo
## 81    14   3    3      6    0  53   Male   rural       No    1    MaleruralNo
## 82    14   4    4      6    0  53   Male   rural       No    1    MaleruralNo
## 83    14   5    5      6    0  53   Male   rural       No    1    MaleruralNo
## 84    14   6    6      6    0  53   Male   rural       No    1    MaleruralNo
## 85    15   1    1      6    0  54   Male   rural      Yes    1   MaleruralYes
## 86    15   2    2      6    0  54   Male   rural      Yes    1   MaleruralYes
## 87    15   3    3      6    0  54   Male   rural      Yes    1   MaleruralYes
## 88    15   4    4      6    0  54   Male   rural      Yes    1   MaleruralYes
## 89    15   5    5      6    0  54   Male   rural      Yes    1   MaleruralYes
## 90    15   6    6      6    0  54   Male   rural      Yes    1   MaleruralYes
## 91    16   1    1      6    0  55   Male   rural       No    1    MaleruralNo
## 92    16   2    2      6    0  55   Male   rural       No    1    MaleruralNo
## 93    16   3    3      6    0  55   Male   rural       No    1    MaleruralNo
## 94    16   4    4      6    0  55   Male   rural       No    1    MaleruralNo
## 95    16   5    5      6    0  55   Male   rural       No    1    MaleruralNo
## 96    16   6    6      6    0  55   Male   rural       No    1    MaleruralNo
## 97    17   1    1      6    0  56   Male   rural      Yes    1   MaleruralYes
## 98    17   2    2      6    0  56   Male   rural      Yes    1   MaleruralYes
## 99    17   3    3      6    0  56   Male   rural      Yes    1   MaleruralYes
## 100   17   4    4      6    0  56   Male   rural      Yes    1   MaleruralYes
## 101   17   5    5      6    0  56   Male   rural      Yes    1   MaleruralYes
## 102   17   6    6      6    0  56   Male   rural      Yes    1   MaleruralYes
## 103   18   1    1      6    0  57   Male   rural      Yes    1   MaleruralYes
## 104   18   2    2      6    0  57   Male   rural      Yes    1   MaleruralYes
## 105   18   3    3      6    0  57   Male   rural      Yes    1   MaleruralYes
## 106   18   4    4      6    0  57   Male   rural      Yes    1   MaleruralYes
## 107   18   5    5      6    0  57   Male   rural      Yes    1   MaleruralYes
## 108   18   6    6      6    0  57   Male   rural      Yes    1   MaleruralYes
## 109   19   1    1      6    0  58   Male   rural       No    1    MaleruralNo
## 110   19   2    2      6    0  58   Male   rural       No    1    MaleruralNo
## 111   19   3    3      6    0  58   Male   rural       No    1    MaleruralNo
## 112   19   4    4      6    0  58   Male   rural       No    1    MaleruralNo
## 113   19   5    5      6    0  58   Male   rural       No    1    MaleruralNo
## 114   19   6    6      6    0  58   Male   rural       No    1    MaleruralNo
## 115   20   1    1      6    0  59   Male   rural       No    1    MaleruralNo
## 116   20   2    2      6    0  59   Male   rural       No    1    MaleruralNo
## 117   20   3    3      6    0  59   Male   rural       No    1    MaleruralNo
## 118   20   4    4      6    0  59   Male   rural       No    1    MaleruralNo
## 119   20   5    5      6    0  59   Male   rural       No    1    MaleruralNo
## 120   20   6    6      6    0  59   Male   rural       No    1    MaleruralNo
## 121   21   1    1      6    0  60   Male   rural      Yes    1   MaleruralYes
## 122   21   2    2      6    0  60   Male   rural      Yes    1   MaleruralYes
## 123   21   3    3      6    0  60   Male   rural      Yes    1   MaleruralYes
## 124   21   4    4      6    0  60   Male   rural      Yes    1   MaleruralYes
## 125   21   5    5      6    0  60   Male   rural      Yes    1   MaleruralYes
## 126   21   6    6      6    0  60   Male   rural      Yes    1   MaleruralYes
## 127   22   1    1      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 128   22   2    2      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 129   22   3    3      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 130   22   4    4      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 131   22   5    5      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 132   22   6    6      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 133   23   1    1      6    0  62   Male   rural      Yes    1   MaleruralYes
## 134   23   2    2      6    0  62   Male   rural      Yes    1   MaleruralYes
## 135   23   3    3      6    0  62   Male   rural      Yes    1   MaleruralYes
## 136   23   4    4      6    0  62   Male   rural      Yes    1   MaleruralYes
## 137   23   5    5      6    0  62   Male   rural      Yes    1   MaleruralYes
## 138   23   6    6      6    0  62   Male   rural      Yes    1   MaleruralYes
## 139   24   1    1      6    0  63 Female   rural       No    1  FemaleruralNo
## 140   24   2    2      6    0  63 Female   rural       No    1  FemaleruralNo
## 141   24   3    3      6    0  63 Female   rural       No    1  FemaleruralNo
## 142   24   4    4      6    0  63 Female   rural       No    1  FemaleruralNo
## 143   24   5    5      6    0  63 Female   rural       No    1  FemaleruralNo
## 144   24   6    6      6    0  63 Female   rural       No    1  FemaleruralNo
## 145   25   1    1      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 146   25   2    2      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 147   25   3    3      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 148   25   4    4      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 149   25   5    5      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 150   25   6    6      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 151   26   1    1      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 152   26   2    2      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 153   26   3    3      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 154   26   4    4      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 155   26   5    5      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 156   26   6    6      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 157   27   1    1      6    0  66 Female   rural       No    1  FemaleruralNo
## 158   27   2    2      6    0  66 Female   rural       No    1  FemaleruralNo
## 159   27   3    3      6    0  66 Female   rural       No    1  FemaleruralNo
## 160   27   4    4      6    0  66 Female   rural       No    1  FemaleruralNo
## 161   27   5    5      6    0  66 Female   rural       No    1  FemaleruralNo
## 162   27   6    6      6    0  66 Female   rural       No    1  FemaleruralNo
## 163   28   1    1      6    0  67 Female   rural       No    1  FemaleruralNo
## 164   28   2    2      6    0  67 Female   rural       No    1  FemaleruralNo
## 165   28   3    3      6    0  67 Female   rural       No    1  FemaleruralNo
## 166   28   4    4      6    0  67 Female   rural       No    1  FemaleruralNo
## 167   28   5    5      6    0  67 Female   rural       No    1  FemaleruralNo
## 168   28   6    6      6    0  67 Female   rural       No    1  FemaleruralNo
## 169   29   1    1      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 170   29   2    2      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 171   29   3    3      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 172   29   4    4      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 173   29   5    5      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 174   29   6    6      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 175   30   1    1      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 176   30   2    2      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 177   30   3    3      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 178   30   4    4      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 179   30   5    5      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 180   30   6    6      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 181   31   1    1      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 182   31   2    2      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 183   31   3    3      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 184   31   4    4      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 185   31   5    5      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 186   31   6    6      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 187   32   1    1      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 188   32   2    2      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 189   32   3    3      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 190   32   4    4      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 191   32   5    5      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 192   32   6    6      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 193   33   1    1      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 194   33   2    2      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 195   33   3    3      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 196   33   4    4      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 197   33   5    5      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 198   33   6    6      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 199   34   1    1      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 200   34   2    2      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 201   34   3    3      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 202   34   4    4      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 203   34   5    5      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 204   34   6    6      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 205   35   1    1      6    0  74   Male   rural       No    1    MaleruralNo
## 206   35   2    2      6    0  74   Male   rural       No    1    MaleruralNo
## 207   35   3    3      6    0  74   Male   rural       No    1    MaleruralNo
## 208   35   4    4      6    0  74   Male   rural       No    1    MaleruralNo
## 209   35   5    5      6    0  74   Male   rural       No    1    MaleruralNo
## 210   35   6    6      6    0  74   Male   rural       No    1    MaleruralNo
## 211   36   1    1      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 212   36   2    2      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 213   36   3    3      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 214   36   4    4      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 215   36   5    5      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 216   36   6    6      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 217   37   1    1      6    0  76   Male   rural      Yes    1   MaleruralYes
## 218   37   2    2      6    0  76   Male   rural      Yes    1   MaleruralYes
## 219   37   3    3      6    0  76   Male   rural      Yes    1   MaleruralYes
## 220   37   4    4      6    0  76   Male   rural      Yes    1   MaleruralYes
## 221   37   5    5      6    0  76   Male   rural      Yes    1   MaleruralYes
## 222   37   6    6      6    0  76   Male   rural      Yes    1   MaleruralYes
## 223   38   1    1      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 224   38   2    2      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 225   38   3    3      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 226   38   4    4      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 227   38   5    5      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 228   38   6    6      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 229   39   1    1      6    0  78   Male   rural      Yes    1   MaleruralYes
## 230   39   2    2      6    0  78   Male   rural      Yes    1   MaleruralYes
## 231   39   3    3      6    0  78   Male   rural      Yes    1   MaleruralYes
## 232   39   4    4      6    0  78   Male   rural      Yes    1   MaleruralYes
## 233   39   5    5      6    0  78   Male   rural      Yes    1   MaleruralYes
## 234   39   6    6      6    0  78   Male   rural      Yes    1   MaleruralYes
## 235   40   1    1      6    0  79   Male   rural       No    1    MaleruralNo
## 236   40   2    2      6    0  79   Male   rural       No    1    MaleruralNo
## 237   40   3    3      6    0  79   Male   rural       No    1    MaleruralNo
## 238   40   4    4      6    0  79   Male   rural       No    1    MaleruralNo
## 239   40   5    5      6    0  79   Male   rural       No    1    MaleruralNo
## 240   40   6    6      6    0  79   Male   rural       No    1    MaleruralNo
## 241   41   1    1      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 242   41   2    2      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 243   41   3    3      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 244   41   4    4      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 245   41   5    5      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 246   41   6    6      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 247   42   1    1      6    0  81   Male   rural      Yes    1   MaleruralYes
## 248   42   2    2      6    0  81   Male   rural      Yes    1   MaleruralYes
## 249   42   3    3      6    0  81   Male   rural      Yes    1   MaleruralYes
## 250   42   4    4      6    0  81   Male   rural      Yes    1   MaleruralYes
## 251   42   5    5      6    0  81   Male   rural      Yes    1   MaleruralYes
## 252   42   6    6      6    0  81   Male   rural      Yes    1   MaleruralYes
## 253   43   1    1      6    0  82   Male   rural       No    1    MaleruralNo
## 254   43   2    2      6    0  82   Male   rural       No    1    MaleruralNo
## 255   43   3    3      6    0  82   Male   rural       No    1    MaleruralNo
## 256   43   4    4      6    0  82   Male   rural       No    1    MaleruralNo
## 257   43   5    5      6    0  82   Male   rural       No    1    MaleruralNo
## 258   43   6    6      6    0  82   Male   rural       No    1    MaleruralNo
## 259   44   1    1      6    0  83   Male   rural      Yes    1   MaleruralYes
## 260   44   2    2      6    0  83   Male   rural      Yes    1   MaleruralYes
## 261   44   3    3      6    0  83   Male   rural      Yes    1   MaleruralYes
## 262   44   4    4      6    0  83   Male   rural      Yes    1   MaleruralYes
## 263   44   5    5      6    0  83   Male   rural      Yes    1   MaleruralYes
## 264   44   6    6      6    0  83   Male   rural      Yes    1   MaleruralYes
## 265   45   1    1      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 266   45   2    2      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 267   45   3    3      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 268   45   4    4      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 269   45   5    5      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 270   45   6    6      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 271   46   1    1      6    0  85   Male   rural       No    1    MaleruralNo
## 272   46   2    2      6    0  85   Male   rural       No    1    MaleruralNo
## 273   46   3    3      6    0  85   Male   rural       No    1    MaleruralNo
## 274   46   4    4      6    0  85   Male   rural       No    1    MaleruralNo
## 275   46   5    5      6    0  85   Male   rural       No    1    MaleruralNo
## 276   46   6    6      6    0  85   Male   rural       No    1    MaleruralNo
## 277   47   1    1      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 278   47   2    2      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 279   47   3    3      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 280   47   4    4      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 281   47   5    5      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 282   47   6    6      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 283   48   1    1      5    0  87 Female   rural       No    1  FemaleruralNo
## 284   48   2    2      5    0  87 Female   rural       No    1  FemaleruralNo
## 285   48   3    3      5    0  87 Female   rural       No    1  FemaleruralNo
## 286   48   4    4      5    0  87 Female   rural       No    1  FemaleruralNo
## 287   48   5    5      5    0  87 Female   rural       No    1  FemaleruralNo
## 288   48   6    6      5    1  87 Female   rural       No    1  FemaleruralNo
## 289   49   1    1      5    0  88 Female   rural      Yes    1 FemaleruralYes
## 290   49   2    2      5    0  88 Female   rural      Yes    1 FemaleruralYes
## 291   49   3    3      5    0  88 Female   rural      Yes    1 FemaleruralYes
## 292   49   4    4      5    0  88 Female   rural      Yes    1 FemaleruralYes
## 293   49   5    5      5    0  88 Female   rural      Yes    1 FemaleruralYes
## 294   49   6    6      5    1  88 Female   rural      Yes    1 FemaleruralYes
## 295   50   1    1      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 296   50   2    2      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 297   50   3    3      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 298   50   4    4      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 299   50   5    5      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 300   50   6    6      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 301   51   1    1      5    0  90 Female   rural       No    1  FemaleruralNo
## 302   51   2    2      5    0  90 Female   rural       No    1  FemaleruralNo
## 303   51   3    3      5    0  90 Female   rural       No    1  FemaleruralNo
## 304   51   4    4      5    0  90 Female   rural       No    1  FemaleruralNo
## 305   51   5    5      5    0  90 Female   rural       No    1  FemaleruralNo
## 306   51   6    6      5    1  90 Female   rural       No    1  FemaleruralNo
## 307   52   1    1      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 308   52   2    2      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 309   52   3    3      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 310   52   4    4      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 311   52   5    5      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 312   52   6    6      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 313   53   1    1      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 314   53   2    2      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 315   53   3    3      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 316   53   4    4      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 317   53   5    5      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 318   53   6    6      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 319   54   1    1      5    0  93   Male   rural       No    1    MaleruralNo
## 320   54   2    2      5    0  93   Male   rural       No    1    MaleruralNo
## 321   54   3    3      5    0  93   Male   rural       No    1    MaleruralNo
## 322   54   4    4      5    0  93   Male   rural       No    1    MaleruralNo
## 323   54   5    5      5    0  93   Male   rural       No    1    MaleruralNo
## 324   54   6    6      5    1  93   Male   rural       No    1    MaleruralNo
## 325   55   1    1      5    0  94   Male   rural       No    1    MaleruralNo
## 326   55   2    2      5    0  94   Male   rural       No    1    MaleruralNo
## 327   55   3    3      5    0  94   Male   rural       No    1    MaleruralNo
## 328   55   4    4      5    0  94   Male   rural       No    1    MaleruralNo
## 329   55   5    5      5    0  94   Male   rural       No    1    MaleruralNo
## 330   55   6    6      5    1  94   Male   rural       No    1    MaleruralNo
## 331   56   1    1      5    0  95   Male   rural       No    1    MaleruralNo
## 332   56   2    2      5    0  95   Male   rural       No    1    MaleruralNo
## 333   56   3    3      5    0  95   Male   rural       No    1    MaleruralNo
## 334   56   4    4      5    0  95   Male   rural       No    1    MaleruralNo
## 335   56   5    5      5    0  95   Male   rural       No    1    MaleruralNo
## 336   56   6    6      5    1  95   Male   rural       No    1    MaleruralNo
## 337   57   1    1      5    0  96   Male   rural      Yes    1   MaleruralYes
## 338   57   2    2      5    0  96   Male   rural      Yes    1   MaleruralYes
## 339   57   3    3      5    0  96   Male   rural      Yes    1   MaleruralYes
## 340   57   4    4      5    0  96   Male   rural      Yes    1   MaleruralYes
## 341   57   5    5      5    0  96   Male   rural      Yes    1   MaleruralYes
## 342   57   6    6      5    1  96   Male   rural      Yes    1   MaleruralYes
## 343   58   1    1      5    0  97   Male   rural      Yes    1   MaleruralYes
## 344   58   2    2      5    0  97   Male   rural      Yes    1   MaleruralYes
## 345   58   3    3      5    0  97   Male   rural      Yes    1   MaleruralYes
## 346   58   4    4      5    0  97   Male   rural      Yes    1   MaleruralYes
## 347   58   5    5      5    0  97   Male   rural      Yes    1   MaleruralYes
## 348   58   6    6      5    1  97   Male   rural      Yes    1   MaleruralYes
## 349   59   1    1      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 350   59   2    2      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 351   59   3    3      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 352   59   4    4      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 353   59   5    5      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 354   59   6    6      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 355   60   1    1      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 356   60   2    2      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 357   60   3    3      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 358   60   4    4      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 359   60   5    5      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 360   60   6    6      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 361   61   1    1      5    0 100   Male   rural      Yes    1   MaleruralYes
## 362   61   2    2      5    0 100   Male   rural      Yes    1   MaleruralYes
## 363   61   3    3      5    0 100   Male   rural      Yes    1   MaleruralYes
## 364   61   4    4      5    0 100   Male   rural      Yes    1   MaleruralYes
## 365   61   5    5      5    0 100   Male   rural      Yes    1   MaleruralYes
## 366   61   6    6      5    1 100   Male   rural      Yes    1   MaleruralYes
## 367   62   1    1      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 368   62   2    2      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 369   62   3    3      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 370   62   4    4      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 371   62   5    5      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 372   62   6    6      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 373   63   1    1      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 374   63   2    2      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 375   63   3    3      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 376   63   4    4      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 377   63   5    5      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 378   63   6    6      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 379   64   1    1      5    0 103 Female   rural       No    1  FemaleruralNo
## 380   64   2    2      5    0 103 Female   rural       No    1  FemaleruralNo
## 381   64   3    3      5    0 103 Female   rural       No    1  FemaleruralNo
## 382   64   4    4      5    0 103 Female   rural       No    1  FemaleruralNo
## 383   64   5    5      5    0 103 Female   rural       No    1  FemaleruralNo
## 384   64   6    6      5    1 103 Female   rural       No    1  FemaleruralNo
## 385   65   1    1      5    0 104 Female   rural       No    1  FemaleruralNo
## 386   65   2    2      5    0 104 Female   rural       No    1  FemaleruralNo
## 387   65   3    3      5    0 104 Female   rural       No    1  FemaleruralNo
## 388   65   4    4      5    0 104 Female   rural       No    1  FemaleruralNo
## 389   65   5    5      5    0 104 Female   rural       No    1  FemaleruralNo
## 390   65   6    6      5    1 104 Female   rural       No    1  FemaleruralNo
## 391   66   1    1      5    0 105 Female   rural       No    1  FemaleruralNo
## 392   66   2    2      5    0 105 Female   rural       No    1  FemaleruralNo
## 393   66   3    3      5    0 105 Female   rural       No    1  FemaleruralNo
## 394   66   4    4      5    0 105 Female   rural       No    1  FemaleruralNo
## 395   66   5    5      5    0 105 Female   rural       No    1  FemaleruralNo
## 396   66   6    6      5    1 105 Female   rural       No    1  FemaleruralNo
## 397   67   1    1      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 398   67   2    2      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 399   67   3    3      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 400   67   4    4      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 401   67   5    5      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 402   67   6    6      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 403   68   1    1      5    0 107 Female   rural       No    1  FemaleruralNo
## 404   68   2    2      5    0 107 Female   rural       No    1  FemaleruralNo
## 405   68   3    3      5    0 107 Female   rural       No    1  FemaleruralNo
## 406   68   4    4      5    0 107 Female   rural       No    1  FemaleruralNo
## 407   68   5    5      5    0 107 Female   rural       No    1  FemaleruralNo
## 408   68   6    6      5    1 107 Female   rural       No    1  FemaleruralNo
## 409   69   1    1      5    0 108   Male   rural       No    1    MaleruralNo
## 410   69   2    2      5    0 108   Male   rural       No    1    MaleruralNo
## 411   69   3    3      5    0 108   Male   rural       No    1    MaleruralNo
## 412   69   4    4      5    0 108   Male   rural       No    1    MaleruralNo
## 413   69   5    5      5    0 108   Male   rural       No    1    MaleruralNo
## 414   69   6    6      5    1 108   Male   rural       No    1    MaleruralNo
## 415   70   1    1      5    0 109   Male   rural      Yes    1   MaleruralYes
## 416   70   2    2      5    0 109   Male   rural      Yes    1   MaleruralYes
## 417   70   3    3      5    0 109   Male   rural      Yes    1   MaleruralYes
## 418   70   4    4      5    0 109   Male   rural      Yes    1   MaleruralYes
## 419   70   5    5      5    0 109   Male   rural      Yes    1   MaleruralYes
## 420   70   6    6      5    1 109   Male   rural      Yes    1   MaleruralYes
## 421   71   1    1      5    0 110   Male   rural       No    1    MaleruralNo
## 422   71   2    2      5    0 110   Male   rural       No    1    MaleruralNo
## 423   71   3    3      5    0 110   Male   rural       No    1    MaleruralNo
## 424   71   4    4      5    0 110   Male   rural       No    1    MaleruralNo
## 425   71   5    5      5    0 110   Male   rural       No    1    MaleruralNo
## 426   71   6    6      5    1 110   Male   rural       No    1    MaleruralNo
## 427   72   1    1      5    0 111 Female   rural      Yes    1 FemaleruralYes
## 428   72   2    2      5    0 111 Female   rural      Yes    1 FemaleruralYes
## 429   72   3    3      5    0 111 Female   rural      Yes    1 FemaleruralYes
## 430   72   4    4      5    0 111 Female   rural      Yes    1 FemaleruralYes
## 431   72   5    5      5    0 111 Female   rural      Yes    1 FemaleruralYes
## 432   72   6    6      5    1 111 Female   rural      Yes    1 FemaleruralYes
## 433   73   1    1      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 434   73   2    2      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 435   73   3    3      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 436   73   4    4      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 437   73   5    5      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 438   73   6    6      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 439   74   1    1      5    0 113 Female   rural      Yes    1 FemaleruralYes
## 440   74   2    2      5    0 113 Female   rural      Yes    1 FemaleruralYes
## 441   74   3    3      5    0 113 Female   rural      Yes    1 FemaleruralYes
## 442   74   4    4      5    0 113 Female   rural      Yes    1 FemaleruralYes
## 443   74   5    5      5    0 113 Female   rural      Yes    1 FemaleruralYes
## 444   74   6    6      5    1 113 Female   rural      Yes    1 FemaleruralYes
## 445   75   1    1      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 446   75   2    2      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 447   75   3    3      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 448   75   4    4      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 449   75   5    5      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 450   75   6    6      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 451   76   1    1      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 452   76   2    2      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 453   76   3    3      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 454   76   4    4      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 455   76   5    5      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 456   76   6    6      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 457   77   1    1      5    0 116 Female   rural       No    1  FemaleruralNo
## 458   77   2    2      5    0 116 Female   rural       No    1  FemaleruralNo
## 459   77   3    3      5    0 116 Female   rural       No    1  FemaleruralNo
## 460   77   4    4      5    0 116 Female   rural       No    1  FemaleruralNo
## 461   77   5    5      5    0 116 Female   rural       No    1  FemaleruralNo
## 462   77   6    6      5    1 116 Female   rural       No    1  FemaleruralNo
## 463   78   1    1      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 464   78   2    2      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 465   78   3    3      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 466   78   4    4      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 467   78   5    5      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 468   78   6    6      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 469   79   1    1      5    0 118   Male   rural       No    1    MaleruralNo
## 470   79   2    2      5    0 118   Male   rural       No    1    MaleruralNo
## 471   79   3    3      5    0 118   Male   rural       No    1    MaleruralNo
## 472   79   4    4      5    0 118   Male   rural       No    1    MaleruralNo
## 473   79   5    5      5    0 118   Male   rural       No    1    MaleruralNo
## 474   79   6    6      5    1 118   Male   rural       No    1    MaleruralNo
## 475   80   1    1      5    0 119   Male   rural      Yes    1   MaleruralYes
## 476   80   2    2      5    0 119   Male   rural      Yes    1   MaleruralYes
## 477   80   3    3      5    0 119   Male   rural      Yes    1   MaleruralYes
## 478   80   4    4      5    0 119   Male   rural      Yes    1   MaleruralYes
## 479   80   5    5      5    0 119   Male   rural      Yes    1   MaleruralYes
## 480   80   6    6      5    1 119   Male   rural      Yes    1   MaleruralYes
## 481   81   1    1      5    0 120   Male   rural       No    1    MaleruralNo
## 482   81   2    2      5    0 120   Male   rural       No    1    MaleruralNo
## 483   81   3    3      5    0 120   Male   rural       No    1    MaleruralNo
## 484   81   4    4      5    0 120   Male   rural       No    1    MaleruralNo
## 485   81   5    5      5    0 120   Male   rural       No    1    MaleruralNo
## 486   81   6    6      5    1 120   Male   rural       No    1    MaleruralNo
## 487   82   1    1      5    0 121   Male   rural       No    1    MaleruralNo
## 488   82   2    2      5    0 121   Male   rural       No    1    MaleruralNo
## 489   82   3    3      5    0 121   Male   rural       No    1    MaleruralNo
## 490   82   4    4      5    0 121   Male   rural       No    1    MaleruralNo
## 491   82   5    5      5    0 121   Male   rural       No    1    MaleruralNo
## 492   82   6    6      5    1 121   Male   rural       No    1    MaleruralNo
## 493   83   1    1      5    0 122   Male   rural       No    1    MaleruralNo
## 494   83   2    2      5    0 122   Male   rural       No    1    MaleruralNo
## 495   83   3    3      5    0 122   Male   rural       No    1    MaleruralNo
## 496   83   4    4      5    0 122   Male   rural       No    1    MaleruralNo
## 497   83   5    5      5    0 122   Male   rural       No    1    MaleruralNo
## 498   83   6    6      5    1 122   Male   rural       No    1    MaleruralNo
## 499   84   1    1      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 500   84   2    2      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 501   84   3    3      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 502   84   4    4      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 503   84   5    5      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 504   84   6    6      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 505   85   1    1      5    0 124   Male   rural       No    1    MaleruralNo
## 506   85   2    2      5    0 124   Male   rural       No    1    MaleruralNo
## 507   85   3    3      5    0 124   Male   rural       No    1    MaleruralNo
## 508   85   4    4      5    0 124   Male   rural       No    1    MaleruralNo
## 509   85   5    5      5    0 124   Male   rural       No    1    MaleruralNo
## 510   85   6    6      5    1 124   Male   rural       No    1    MaleruralNo
## 511   86   1    1      5    0 125   Male   rural      Yes    1   MaleruralYes
## 512   86   2    2      5    0 125   Male   rural      Yes    1   MaleruralYes
## 513   86   3    3      5    0 125   Male   rural      Yes    1   MaleruralYes
## 514   86   4    4      5    0 125   Male   rural      Yes    1   MaleruralYes
## 515   86   5    5      5    0 125   Male   rural      Yes    1   MaleruralYes
## 516   86   6    6      5    1 125   Male   rural      Yes    1   MaleruralYes
## 517   87   1    1      5    0 126   Male   rural       No    1    MaleruralNo
## 518   87   2    2      5    0 126   Male   rural       No    1    MaleruralNo
## 519   87   3    3      5    0 126   Male   rural       No    1    MaleruralNo
## 520   87   4    4      5    0 126   Male   rural       No    1    MaleruralNo
## 521   87   5    5      5    0 126   Male   rural       No    1    MaleruralNo
## 522   87   6    6      5    1 126   Male   rural       No    1    MaleruralNo
## 523   88   1    1      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 524   88   2    2      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 525   88   3    3      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 526   88   4    4      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 527   88   5    5      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 528   88   6    6      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 529   89   1    1      4    0 128 Female   rural       No    1  FemaleruralNo
## 530   89   2    2      4    0 128 Female   rural       No    1  FemaleruralNo
## 531   89   3    3      4    0 128 Female   rural       No    1  FemaleruralNo
## 532   89   4    4      4    0 128 Female   rural       No    1  FemaleruralNo
## 533   89   5    5      4    1 128 Female   rural       No    1  FemaleruralNo
## 534   89   6    6      4    2 128 Female   rural       No    1  FemaleruralNo
## 535   90   1    1      4    0 129 Female   rural       No    1  FemaleruralNo
## 536   90   2    2      4    0 129 Female   rural       No    1  FemaleruralNo
## 537   90   3    3      4    0 129 Female   rural       No    1  FemaleruralNo
## 538   90   4    4      4    0 129 Female   rural       No    1  FemaleruralNo
## 539   90   5    5      4    1 129 Female   rural       No    1  FemaleruralNo
## 540   90   6    6      4    2 129 Female   rural       No    1  FemaleruralNo
## 541   91   1    1      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 542   91   2    2      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 543   91   3    3      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 544   91   4    4      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 545   91   5    5      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 546   91   6    6      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 547   92   1    1      4    0 131 Female   rural       No    1  FemaleruralNo
## 548   92   2    2      4    0 131 Female   rural       No    1  FemaleruralNo
## 549   92   3    3      4    0 131 Female   rural       No    1  FemaleruralNo
## 550   92   4    4      4    0 131 Female   rural       No    1  FemaleruralNo
## 551   92   5    5      4    1 131 Female   rural       No    1  FemaleruralNo
## 552   92   6    6      4    2 131 Female   rural       No    1  FemaleruralNo
## 553   93   1    1      4    0 132 Female   rural      Yes    1 FemaleruralYes
## 554   93   2    2      4    0 132 Female   rural      Yes    1 FemaleruralYes
## 555   93   3    3      4    0 132 Female   rural      Yes    1 FemaleruralYes
## 556   93   4    4      4    0 132 Female   rural      Yes    1 FemaleruralYes
## 557   93   5    5      4    1 132 Female   rural      Yes    1 FemaleruralYes
## 558   93   6    6      4    2 132 Female   rural      Yes    1 FemaleruralYes
## 559   94   1    1      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 560   94   2    2      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 561   94   3    3      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 562   94   4    4      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 563   94   5    5      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 564   94   6    6      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 565   95   1    1      4    0 134 Female   rural       No    1  FemaleruralNo
## 566   95   2    2      4    0 134 Female   rural       No    1  FemaleruralNo
## 567   95   3    3      4    0 134 Female   rural       No    1  FemaleruralNo
## 568   95   4    4      4    0 134 Female   rural       No    1  FemaleruralNo
## 569   95   5    5      4    1 134 Female   rural       No    1  FemaleruralNo
## 570   95   6    6      4    2 134 Female   rural       No    1  FemaleruralNo
## 571   96   1    1      4    0 135 Female   rural      Yes    1 FemaleruralYes
## 572   96   2    2      4    0 135 Female   rural      Yes    1 FemaleruralYes
## 573   96   3    3      4    0 135 Female   rural      Yes    1 FemaleruralYes
## 574   96   4    4      4    0 135 Female   rural      Yes    1 FemaleruralYes
## 575   96   5    5      4    1 135 Female   rural      Yes    1 FemaleruralYes
## 576   96   6    6      4    2 135 Female   rural      Yes    1 FemaleruralYes
## 577   97   1    1      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 578   97   2    2      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 579   97   3    3      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 580   97   4    4      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 581   97   5    5      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 582   97   6    6      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 583   98   1    1      4    0 137   Male   rural       No    1    MaleruralNo
## 584   98   2    2      4    0 137   Male   rural       No    1    MaleruralNo
## 585   98   3    3      4    0 137   Male   rural       No    1    MaleruralNo
## 586   98   4    4      4    0 137   Male   rural       No    1    MaleruralNo
## 587   98   5    5      4    1 137   Male   rural       No    1    MaleruralNo
## 588   98   6    6      4    2 137   Male   rural       No    1    MaleruralNo
## 589   99   1    1      4    0 138   Male   rural       No    1    MaleruralNo
## 590   99   2    2      4    0 138   Male   rural       No    1    MaleruralNo
## 591   99   3    3      4    0 138   Male   rural       No    1    MaleruralNo
## 592   99   4    4      4    0 138   Male   rural       No    1    MaleruralNo
## 593   99   5    5      4    1 138   Male   rural       No    1    MaleruralNo
## 594   99   6    6      4    2 138   Male   rural       No    1    MaleruralNo
## 595  100   1    1      4    0 139   Male   rural       No    1    MaleruralNo
## 596  100   2    2      4    0 139   Male   rural       No    1    MaleruralNo
## 597  100   3    3      4    0 139   Male   rural       No    1    MaleruralNo
## 598  100   4    4      4    0 139   Male   rural       No    1    MaleruralNo
## 599  100   5    5      4    1 139   Male   rural       No    1    MaleruralNo
## 600  100   6    6      4    2 139   Male   rural       No    1    MaleruralNo
## 601  101   1    1      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 602  101   2    2      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 603  101   3    3      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 604  101   4    4      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 605  101   5    5      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 606  101   6    6      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 607  102   1    1      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 608  102   2    2      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 609  102   3    3      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 610  102   4    4      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 611  102   5    5      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 612  102   6    6      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 613  103   1    1      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 614  103   2    2      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 615  103   3    3      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 616  103   4    4      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 617  103   5    5      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 618  103   6    6      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 619  104   1    1      4    0 143 Female   rural      Yes    1 FemaleruralYes
## 620  104   2    2      4    0 143 Female   rural      Yes    1 FemaleruralYes
## 621  104   3    3      4    0 143 Female   rural      Yes    1 FemaleruralYes
## 622  104   4    4      4    0 143 Female   rural      Yes    1 FemaleruralYes
## 623  104   5    5      4    1 143 Female   rural      Yes    1 FemaleruralYes
## 624  104   6    6      4    2 143 Female   rural      Yes    1 FemaleruralYes
## 625  105   1    1      4    0 144   Male   rural      Yes    1   MaleruralYes
## 626  105   2    2      4    0 144   Male   rural      Yes    1   MaleruralYes
## 627  105   3    3      4    0 144   Male   rural      Yes    1   MaleruralYes
## 628  105   4    4      4    0 144   Male   rural      Yes    1   MaleruralYes
## 629  105   5    5      4    1 144   Male   rural      Yes    1   MaleruralYes
## 630  105   6    6      4    2 144   Male   rural      Yes    1   MaleruralYes
## 631  106   1    1      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 632  106   2    2      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 633  106   3    3      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 634  106   4    4      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 635  106   5    5      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 636  106   6    6      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 637  107   1    1      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 638  107   2    2      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 639  107   3    3      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 640  107   4    4      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 641  107   5    5      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 642  107   6    6      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 643  108   1    1      4    0 147 Female   rural      Yes    1 FemaleruralYes
## 644  108   2    2      4    0 147 Female   rural      Yes    1 FemaleruralYes
## 645  108   3    3      4    0 147 Female   rural      Yes    1 FemaleruralYes
## 646  108   4    4      4    0 147 Female   rural      Yes    1 FemaleruralYes
## 647  108   5    5      4    1 147 Female   rural      Yes    1 FemaleruralYes
## 648  108   6    6      4    2 147 Female   rural      Yes    1 FemaleruralYes
## 649  109   1    1      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 650  109   2    2      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 651  109   3    3      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 652  109   4    4      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 653  109   5    5      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 654  109   6    6      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 655  110   1    1      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 656  110   2    2      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 657  110   3    3      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 658  110   4    4      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 659  110   5    5      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 660  110   6    6      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 661  111   1    1      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 662  111   2    2      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 663  111   3    3      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 664  111   4    4      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 665  111   5    5      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 666  111   6    6      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 667  112   1    1      4    0 151   Male   rural      Yes    1   MaleruralYes
## 668  112   2    2      4    0 151   Male   rural      Yes    1   MaleruralYes
## 669  112   3    3      4    0 151   Male   rural      Yes    1   MaleruralYes
## 670  112   4    4      4    0 151   Male   rural      Yes    1   MaleruralYes
## 671  112   5    5      4    1 151   Male   rural      Yes    1   MaleruralYes
## 672  112   6    6      4    2 151   Male   rural      Yes    1   MaleruralYes
## 673  113   1    1      4    0 152   Male   rural      Yes    1   MaleruralYes
## 674  113   2    2      4    0 152   Male   rural      Yes    1   MaleruralYes
## 675  113   3    3      4    0 152   Male   rural      Yes    1   MaleruralYes
## 676  113   4    4      4    0 152   Male   rural      Yes    1   MaleruralYes
## 677  113   5    5      4    1 152   Male   rural      Yes    1   MaleruralYes
## 678  113   6    6      4    2 152   Male   rural      Yes    1   MaleruralYes
## 679  114   1    1      4    0 153   Male   rural      Yes    1   MaleruralYes
## 680  114   2    2      4    0 153   Male   rural      Yes    1   MaleruralYes
## 681  114   3    3      4    0 153   Male   rural      Yes    1   MaleruralYes
## 682  114   4    4      4    0 153   Male   rural      Yes    1   MaleruralYes
## 683  114   5    5      4    1 153   Male   rural      Yes    1   MaleruralYes
## 684  114   6    6      4    2 153   Male   rural      Yes    1   MaleruralYes
## 685  115   1    1      4    0 154   Male   rural       No    1    MaleruralNo
## 686  115   2    2      4    0 154   Male   rural       No    1    MaleruralNo
## 687  115   3    3      4    0 154   Male   rural       No    1    MaleruralNo
## 688  115   4    4      4    0 154   Male   rural       No    1    MaleruralNo
## 689  115   5    5      4    1 154   Male   rural       No    1    MaleruralNo
## 690  115   6    6      4    2 154   Male   rural       No    1    MaleruralNo
## 691  116   1    1      4    0 155   Male   rural       No    1    MaleruralNo
## 692  116   2    2      4    0 155   Male   rural       No    1    MaleruralNo
## 693  116   3    3      4    0 155   Male   rural       No    1    MaleruralNo
## 694  116   4    4      4    0 155   Male   rural       No    1    MaleruralNo
## 695  116   5    5      4    1 155   Male   rural       No    1    MaleruralNo
## 696  116   6    6      4    2 155   Male   rural       No    1    MaleruralNo
## 697  117   1    1      4    0 156   Male   rural      Yes    1   MaleruralYes
## 698  117   2    2      4    0 156   Male   rural      Yes    1   MaleruralYes
## 699  117   3    3      4    0 156   Male   rural      Yes    1   MaleruralYes
## 700  117   4    4      4    0 156   Male   rural      Yes    1   MaleruralYes
## 701  117   5    5      4    1 156   Male   rural      Yes    1   MaleruralYes
## 702  117   6    6      4    2 156   Male   rural      Yes    1   MaleruralYes
## 703  118   1    1      4    0 157 Female   rural      Yes    1 FemaleruralYes
## 704  118   2    2      4    0 157 Female   rural      Yes    1 FemaleruralYes
## 705  118   3    3      4    0 157 Female   rural      Yes    1 FemaleruralYes
## 706  118   4    4      4    0 157 Female   rural      Yes    1 FemaleruralYes
## 707  118   5    5      4    1 157 Female   rural      Yes    1 FemaleruralYes
## 708  118   6    6      4    2 157 Female   rural      Yes    1 FemaleruralYes
## 709  119   1    1      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 710  119   2    2      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 711  119   3    3      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 712  119   4    4      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 713  119   5    5      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 714  119   6    6      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 715  120   1    1      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 716  120   2    2      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 717  120   3    3      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 718  120   4    4      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 719  120   5    5      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 720  120   6    6      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 721  121   1    1      4    0 160 Female   rural      Yes    1 FemaleruralYes
## 722  121   2    2      4    0 160 Female   rural      Yes    1 FemaleruralYes
## 723  121   3    3      4    0 160 Female   rural      Yes    1 FemaleruralYes
## 724  121   4    4      4    0 160 Female   rural      Yes    1 FemaleruralYes
## 725  121   5    5      4    1 160 Female   rural      Yes    1 FemaleruralYes
## 726  121   6    6      4    2 160 Female   rural      Yes    1 FemaleruralYes
## 727  122   1    1      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 728  122   2    2      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 729  122   3    3      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 730  122   4    4      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 731  122   5    5      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 732  122   6    6      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 733  123   1    1      4    0 162   Male   rural      Yes    1   MaleruralYes
## 734  123   2    2      4    0 162   Male   rural      Yes    1   MaleruralYes
## 735  123   3    3      4    0 162   Male   rural      Yes    1   MaleruralYes
## 736  123   4    4      4    0 162   Male   rural      Yes    1   MaleruralYes
## 737  123   5    5      4    1 162   Male   rural      Yes    1   MaleruralYes
## 738  123   6    6      4    2 162   Male   rural      Yes    1   MaleruralYes
## 739  124   1    1      4    0 163   Male   rural      Yes    1   MaleruralYes
## 740  124   2    2      4    0 163   Male   rural      Yes    1   MaleruralYes
## 741  124   3    3      4    0 163   Male   rural      Yes    1   MaleruralYes
## 742  124   4    4      4    0 163   Male   rural      Yes    1   MaleruralYes
## 743  124   5    5      4    1 163   Male   rural      Yes    1   MaleruralYes
## 744  124   6    6      4    2 163   Male   rural      Yes    1   MaleruralYes
## 745  125   1    1      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 746  125   2    2      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 747  125   3    3      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 748  125   4    4      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 749  125   5    5      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 750  125   6    6      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 751  126   1    1      4    0 165 Female   rural      Yes    1 FemaleruralYes
## 752  126   2    2      4    0 165 Female   rural      Yes    1 FemaleruralYes
## 753  126   3    3      4    0 165 Female   rural      Yes    1 FemaleruralYes
## 754  126   4    4      4    0 165 Female   rural      Yes    1 FemaleruralYes
## 755  126   5    5      4    1 165 Female   rural      Yes    1 FemaleruralYes
## 756  126   6    6      4    2 165 Female   rural      Yes    1 FemaleruralYes
## 757  127   1    1      4    0 166   Male   rural      Yes    1   MaleruralYes
## 758  127   2    2      4    0 166   Male   rural      Yes    1   MaleruralYes
## 759  127   3    3      4    0 166   Male   rural      Yes    1   MaleruralYes
## 760  127   4    4      4    0 166   Male   rural      Yes    1   MaleruralYes
## 761  127   5    5      4    1 166   Male   rural      Yes    1   MaleruralYes
## 762  127   6    6      4    2 166   Male   rural      Yes    1   MaleruralYes
## 763  128   1    1      4    0 167   Male   rural       No    1    MaleruralNo
## 764  128   2    2      4    0 167   Male   rural       No    1    MaleruralNo
## 765  128   3    3      4    0 167   Male   rural       No    1    MaleruralNo
## 766  128   4    4      4    0 167   Male   rural       No    1    MaleruralNo
## 767  128   5    5      4    1 167   Male   rural       No    1    MaleruralNo
## 768  128   6    6      4    2 167   Male   rural       No    1    MaleruralNo
## 769  129   1    1      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 770  129   2    2      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 771  129   3    3      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 772  129   4    4      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 773  129   5    5      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 774  129   6    6      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 775  130   1    1      4    0 169   Male   rural       No    1    MaleruralNo
## 776  130   2    2      4    0 169   Male   rural       No    1    MaleruralNo
## 777  130   3    3      4    0 169   Male   rural       No    1    MaleruralNo
## 778  130   4    4      4    0 169   Male   rural       No    1    MaleruralNo
## 779  130   5    5      4    1 169   Male   rural       No    1    MaleruralNo
## 780  130   6    6      4    2 169   Male   rural       No    1    MaleruralNo
## 781  131   1    1      4    0 170   Male   rural      Yes    1   MaleruralYes
## 782  131   2    2      4    0 170   Male   rural      Yes    1   MaleruralYes
## 783  131   3    3      4    0 170   Male   rural      Yes    1   MaleruralYes
## 784  131   4    4      4    0 170   Male   rural      Yes    1   MaleruralYes
## 785  131   5    5      4    1 170   Male   rural      Yes    1   MaleruralYes
## 786  131   6    6      4    2 170   Male   rural      Yes    1   MaleruralYes
## 787  132   1    1      4    0 171   Male   rural      Yes    1   MaleruralYes
## 788  132   2    2      4    0 171   Male   rural      Yes    1   MaleruralYes
## 789  132   3    3      4    0 171   Male   rural      Yes    1   MaleruralYes
## 790  132   4    4      4    0 171   Male   rural      Yes    1   MaleruralYes
## 791  132   5    5      4    1 171   Male   rural      Yes    1   MaleruralYes
## 792  132   6    6      4    2 171   Male   rural      Yes    1   MaleruralYes
## 793  133   1    1      3    0 172 Female   rural       No    1  FemaleruralNo
## 794  133   2    2      3    0 172 Female   rural       No    1  FemaleruralNo
## 795  133   3    3      3    0 172 Female   rural       No    1  FemaleruralNo
## 796  133   4    4      3    1 172 Female   rural       No    1  FemaleruralNo
## 797  133   5    5      3    2 172 Female   rural       No    1  FemaleruralNo
## 798  133   6    6      3    3 172 Female   rural       No    1  FemaleruralNo
## 799  134   1    1      3    0 173 Female   rural       No    1  FemaleruralNo
## 800  134   2    2      3    0 173 Female   rural       No    1  FemaleruralNo
## 801  134   3    3      3    0 173 Female   rural       No    1  FemaleruralNo
## 802  134   4    4      3    1 173 Female   rural       No    1  FemaleruralNo
## 803  134   5    5      3    2 173 Female   rural       No    1  FemaleruralNo
## 804  134   6    6      3    3 173 Female   rural       No    1  FemaleruralNo
## 805  135   1    1      3    0 174 Female   rural      Yes    1 FemaleruralYes
## 806  135   2    2      3    0 174 Female   rural      Yes    1 FemaleruralYes
## 807  135   3    3      3    0 174 Female   rural      Yes    1 FemaleruralYes
## 808  135   4    4      3    1 174 Female   rural      Yes    1 FemaleruralYes
## 809  135   5    5      3    2 174 Female   rural      Yes    1 FemaleruralYes
## 810  135   6    6      3    3 174 Female   rural      Yes    1 FemaleruralYes
## 811  136   1    1      3    0 175 Female   rural      Yes    1 FemaleruralYes
## 812  136   2    2      3    0 175 Female   rural      Yes    1 FemaleruralYes
## 813  136   3    3      3    0 175 Female   rural      Yes    1 FemaleruralYes
## 814  136   4    4      3    1 175 Female   rural      Yes    1 FemaleruralYes
## 815  136   5    5      3    2 175 Female   rural      Yes    1 FemaleruralYes
## 816  136   6    6      3    3 175 Female   rural      Yes    1 FemaleruralYes
## 817  137   1    1      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 818  137   2    2      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 819  137   3    3      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 820  137   4    4      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 821  137   5    5      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 822  137   6    6      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 823  138   1    1      3    0 177 Female   rural       No    1  FemaleruralNo
## 824  138   2    2      3    0 177 Female   rural       No    1  FemaleruralNo
## 825  138   3    3      3    0 177 Female   rural       No    1  FemaleruralNo
## 826  138   4    4      3    1 177 Female   rural       No    1  FemaleruralNo
## 827  138   5    5      3    2 177 Female   rural       No    1  FemaleruralNo
## 828  138   6    6      3    3 177 Female   rural       No    1  FemaleruralNo
## 829  139   1    1      3    0 178 Female   rural       No    1  FemaleruralNo
## 830  139   2    2      3    0 178 Female   rural       No    1  FemaleruralNo
## 831  139   3    3      3    0 178 Female   rural       No    1  FemaleruralNo
## 832  139   4    4      3    1 178 Female   rural       No    1  FemaleruralNo
## 833  139   5    5      3    2 178 Female   rural       No    1  FemaleruralNo
## 834  139   6    6      3    3 178 Female   rural       No    1  FemaleruralNo
## 835  140   1    1      3    0 179 Female   rural      Yes    1 FemaleruralYes
## 836  140   2    2      3    0 179 Female   rural      Yes    1 FemaleruralYes
## 837  140   3    3      3    0 179 Female   rural      Yes    1 FemaleruralYes
## 838  140   4    4      3    1 179 Female   rural      Yes    1 FemaleruralYes
## 839  140   5    5      3    2 179 Female   rural      Yes    1 FemaleruralYes
## 840  140   6    6      3    3 179 Female   rural      Yes    1 FemaleruralYes
## 841  141   1    1      3    0 180 Female   rural      Yes    1 FemaleruralYes
## 842  141   2    2      3    0 180 Female   rural      Yes    1 FemaleruralYes
## 843  141   3    3      3    0 180 Female   rural      Yes    1 FemaleruralYes
## 844  141   4    4      3    1 180 Female   rural      Yes    1 FemaleruralYes
## 845  141   5    5      3    2 180 Female   rural      Yes    1 FemaleruralYes
## 846  141   6    6      3    3 180 Female   rural      Yes    1 FemaleruralYes
## 847  142   1    1      3    0 181 Female   rural      Yes    1 FemaleruralYes
## 848  142   2    2      3    0 181 Female   rural      Yes    1 FemaleruralYes
## 849  142   3    3      3    0 181 Female   rural      Yes    1 FemaleruralYes
## 850  142   4    4      3    1 181 Female   rural      Yes    1 FemaleruralYes
## 851  142   5    5      3    2 181 Female   rural      Yes    1 FemaleruralYes
## 852  142   6    6      3    3 181 Female   rural      Yes    1 FemaleruralYes
## 853  143   1    1      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 854  143   2    2      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 855  143   3    3      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 856  143   4    4      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 857  143   5    5      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 858  143   6    6      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 859  144   1    1      3    0 183 Female   rural      Yes    1 FemaleruralYes
## 860  144   2    2      3    0 183 Female   rural      Yes    1 FemaleruralYes
## 861  144   3    3      3    0 183 Female   rural      Yes    1 FemaleruralYes
## 862  144   4    4      3    1 183 Female   rural      Yes    1 FemaleruralYes
## 863  144   5    5      3    2 183 Female   rural      Yes    1 FemaleruralYes
## 864  144   6    6      3    3 183 Female   rural      Yes    1 FemaleruralYes
## 865  145   1    1      3    0 184 Female   rural       No    1  FemaleruralNo
## 866  145   2    2      3    0 184 Female   rural       No    1  FemaleruralNo
## 867  145   3    3      3    0 184 Female   rural       No    1  FemaleruralNo
## 868  145   4    4      3    1 184 Female   rural       No    1  FemaleruralNo
## 869  145   5    5      3    2 184 Female   rural       No    1  FemaleruralNo
## 870  145   6    6      3    3 184 Female   rural       No    1  FemaleruralNo
## 871  146   1    1      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 872  146   2    2      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 873  146   3    3      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 874  146   4    4      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 875  146   5    5      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 876  146   6    6      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 877  147   1    1      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 878  147   2    2      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 879  147   3    3      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 880  147   4    4      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 881  147   5    5      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 882  147   6    6      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 883  148   1    1      3    0 187 Female   rural       No    1  FemaleruralNo
## 884  148   2    2      3    0 187 Female   rural       No    1  FemaleruralNo
## 885  148   3    3      3    0 187 Female   rural       No    1  FemaleruralNo
## 886  148   4    4      3    1 187 Female   rural       No    1  FemaleruralNo
## 887  148   5    5      3    2 187 Female   rural       No    1  FemaleruralNo
## 888  148   6    6      3    3 187 Female   rural       No    1  FemaleruralNo
## 889  149   1    1      3    0 188 Female   rural      Yes    1 FemaleruralYes
## 890  149   2    2      3    0 188 Female   rural      Yes    1 FemaleruralYes
## 891  149   3    3      3    0 188 Female   rural      Yes    1 FemaleruralYes
## 892  149   4    4      3    1 188 Female   rural      Yes    1 FemaleruralYes
## 893  149   5    5      3    2 188 Female   rural      Yes    1 FemaleruralYes
## 894  149   6    6      3    3 188 Female   rural      Yes    1 FemaleruralYes
## 895  150   1    1      3    0 189 Female   rural       No    1  FemaleruralNo
## 896  150   2    2      3    0 189 Female   rural       No    1  FemaleruralNo
## 897  150   3    3      3    0 189 Female   rural       No    1  FemaleruralNo
## 898  150   4    4      3    1 189 Female   rural       No    1  FemaleruralNo
## 899  150   5    5      3    2 189 Female   rural       No    1  FemaleruralNo
## 900  150   6    6      3    3 189 Female   rural       No    1  FemaleruralNo
## 901  151   1    1      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 902  151   2    2      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 903  151   3    3      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 904  151   4    4      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 905  151   5    5      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 906  151   6    6      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 907  152   1    1      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 908  152   2    2      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 909  152   3    3      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 910  152   4    4      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 911  152   5    5      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 912  152   6    6      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 913  153   1    1      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 914  153   2    2      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 915  153   3    3      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 916  153   4    4      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 917  153   5    5      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 918  153   6    6      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 919  154   1    1      3    0 193   Male   rural       No    1    MaleruralNo
## 920  154   2    2      3    0 193   Male   rural       No    1    MaleruralNo
## 921  154   3    3      3    0 193   Male   rural       No    1    MaleruralNo
## 922  154   4    4      3    1 193   Male   rural       No    1    MaleruralNo
## 923  154   5    5      3    2 193   Male   rural       No    1    MaleruralNo
## 924  154   6    6      3    3 193   Male   rural       No    1    MaleruralNo
## 925  155   1    1      3    0 194   Male   rural       No    1    MaleruralNo
## 926  155   2    2      3    0 194   Male   rural       No    1    MaleruralNo
## 927  155   3    3      3    0 194   Male   rural       No    1    MaleruralNo
## 928  155   4    4      3    1 194   Male   rural       No    1    MaleruralNo
## 929  155   5    5      3    2 194   Male   rural       No    1    MaleruralNo
## 930  155   6    6      3    3 194   Male   rural       No    1    MaleruralNo
## 931  156   1    1      3    0 195   Male   rural      Yes    1   MaleruralYes
## 932  156   2    2      3    0 195   Male   rural      Yes    1   MaleruralYes
## 933  156   3    3      3    0 195   Male   rural      Yes    1   MaleruralYes
## 934  156   4    4      3    1 195   Male   rural      Yes    1   MaleruralYes
## 935  156   5    5      3    2 195   Male   rural      Yes    1   MaleruralYes
## 936  156   6    6      3    3 195   Male   rural      Yes    1   MaleruralYes
## 937  157   1    1      3    0 196   Male   rural      Yes    1   MaleruralYes
## 938  157   2    2      3    0 196   Male   rural      Yes    1   MaleruralYes
## 939  157   3    3      3    0 196   Male   rural      Yes    1   MaleruralYes
## 940  157   4    4      3    1 196   Male   rural      Yes    1   MaleruralYes
## 941  157   5    5      3    2 196   Male   rural      Yes    1   MaleruralYes
## 942  157   6    6      3    3 196   Male   rural      Yes    1   MaleruralYes
## 943  158   1    1      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 944  158   2    2      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 945  158   3    3      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 946  158   4    4      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 947  158   5    5      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 948  158   6    6      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 949  159   1    1      3    0 198   Male   rural       No    1    MaleruralNo
## 950  159   2    2      3    0 198   Male   rural       No    1    MaleruralNo
## 951  159   3    3      3    0 198   Male   rural       No    1    MaleruralNo
## 952  159   4    4      3    1 198   Male   rural       No    1    MaleruralNo
## 953  159   5    5      3    2 198   Male   rural       No    1    MaleruralNo
## 954  159   6    6      3    3 198   Male   rural       No    1    MaleruralNo
## 955  160   1    1      3    0 199   Male   rural      Yes    1   MaleruralYes
## 956  160   2    2      3    0 199   Male   rural      Yes    1   MaleruralYes
## 957  160   3    3      3    0 199   Male   rural      Yes    1   MaleruralYes
## 958  160   4    4      3    1 199   Male   rural      Yes    1   MaleruralYes
## 959  160   5    5      3    2 199   Male   rural      Yes    1   MaleruralYes
## 960  160   6    6      3    3 199   Male   rural      Yes    1   MaleruralYes
## 961  161   1    1      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 962  161   2    2      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 963  161   3    3      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 964  161   4    4      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 965  161   5    5      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 966  161   6    6      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 967  162   1    1      3    0 201   Male   rural       No    1    MaleruralNo
## 968  162   2    2      3    0 201   Male   rural       No    1    MaleruralNo
## 969  162   3    3      3    0 201   Male   rural       No    1    MaleruralNo
## 970  162   4    4      3    1 201   Male   rural       No    1    MaleruralNo
## 971  162   5    5      3    2 201   Male   rural       No    1    MaleruralNo
## 972  162   6    6      3    3 201   Male   rural       No    1    MaleruralNo
## 973  163   1    1      3    0 202 Female   rural      Yes    1 FemaleruralYes
## 974  163   2    2      3    0 202 Female   rural      Yes    1 FemaleruralYes
## 975  163   3    3      3    0 202 Female   rural      Yes    1 FemaleruralYes
## 976  163   4    4      3    1 202 Female   rural      Yes    1 FemaleruralYes
## 977  163   5    5      3    2 202 Female   rural      Yes    1 FemaleruralYes
## 978  163   6    6      3    3 202 Female   rural      Yes    1 FemaleruralYes
## 979  164   1    1      3    0 203 Female   rural      Yes    1 FemaleruralYes
## 980  164   2    2      3    0 203 Female   rural      Yes    1 FemaleruralYes
## 981  164   3    3      3    0 203 Female   rural      Yes    1 FemaleruralYes
## 982  164   4    4      3    1 203 Female   rural      Yes    1 FemaleruralYes
## 983  164   5    5      3    2 203 Female   rural      Yes    1 FemaleruralYes
## 984  164   6    6      3    3 203 Female   rural      Yes    1 FemaleruralYes
## 985  165   1    1      3    0 204 Female   rural       No    1  FemaleruralNo
## 986  165   2    2      3    0 204 Female   rural       No    1  FemaleruralNo
## 987  165   3    3      3    0 204 Female   rural       No    1  FemaleruralNo
## 988  165   4    4      3    1 204 Female   rural       No    1  FemaleruralNo
## 989  165   5    5      3    2 204 Female   rural       No    1  FemaleruralNo
## 990  165   6    6      3    3 204 Female   rural       No    1  FemaleruralNo
## 991  166   1    1      3    0 205 Female   rural      Yes    1 FemaleruralYes
## 992  166   2    2      3    0 205 Female   rural      Yes    1 FemaleruralYes
## 993  166   3    3      3    0 205 Female   rural      Yes    1 FemaleruralYes
## 994  166   4    4      3    1 205 Female   rural      Yes    1 FemaleruralYes
## 995  166   5    5      3    2 205 Female   rural      Yes    1 FemaleruralYes
## 996  166   6    6      3    3 205 Female   rural      Yes    1 FemaleruralYes
## 997  167   1    1      3    0 206   Male   rural       No    1    MaleruralNo
## 998  167   2    2      3    0 206   Male   rural       No    1    MaleruralNo
## 999  167   3    3      3    0 206   Male   rural       No    1    MaleruralNo
## 1000 167   4    4      3    1 206   Male   rural       No    1    MaleruralNo
## 1001 167   5    5      3    2 206   Male   rural       No    1    MaleruralNo
## 1002 167   6    6      3    3 206   Male   rural       No    1    MaleruralNo
## 1003 168   1    1      3    0 207   Male   rural       No    1    MaleruralNo
## 1004 168   2    2      3    0 207   Male   rural       No    1    MaleruralNo
## 1005 168   3    3      3    0 207   Male   rural       No    1    MaleruralNo
## 1006 168   4    4      3    1 207   Male   rural       No    1    MaleruralNo
## 1007 168   5    5      3    2 207   Male   rural       No    1    MaleruralNo
## 1008 168   6    6      3    3 207   Male   rural       No    1    MaleruralNo
## 1009 169   1    1      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1010 169   2    2      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1011 169   3    3      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1012 169   4    4      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1013 169   5    5      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1014 169   6    6      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1015 170   1    1      3    0 209   Male   rural      Yes    1   MaleruralYes
## 1016 170   2    2      3    0 209   Male   rural      Yes    1   MaleruralYes
## 1017 170   3    3      3    0 209   Male   rural      Yes    1   MaleruralYes
## 1018 170   4    4      3    1 209   Male   rural      Yes    1   MaleruralYes
## 1019 170   5    5      3    2 209   Male   rural      Yes    1   MaleruralYes
## 1020 170   6    6      3    3 209   Male   rural      Yes    1   MaleruralYes
## 1021 171   1    1      3    0 210   Male   rural      Yes    1   MaleruralYes
## 1022 171   2    2      3    0 210   Male   rural      Yes    1   MaleruralYes
## 1023 171   3    3      3    0 210   Male   rural      Yes    1   MaleruralYes
## 1024 171   4    4      3    1 210   Male   rural      Yes    1   MaleruralYes
## 1025 171   5    5      3    2 210   Male   rural      Yes    1   MaleruralYes
## 1026 171   6    6      3    3 210   Male   rural      Yes    1   MaleruralYes
## 1027 172   1    1      3    0 211   Male   rural       No    1    MaleruralNo
## 1028 172   2    2      3    0 211   Male   rural       No    1    MaleruralNo
## 1029 172   3    3      3    0 211   Male   rural       No    1    MaleruralNo
## 1030 172   4    4      3    1 211   Male   rural       No    1    MaleruralNo
## 1031 172   5    5      3    2 211   Male   rural       No    1    MaleruralNo
## 1032 172   6    6      3    3 211   Male   rural       No    1    MaleruralNo
## 1033 173   1    1      3    0 212   Male   rural      Yes    1   MaleruralYes
## 1034 173   2    2      3    0 212   Male   rural      Yes    1   MaleruralYes
## 1035 173   3    3      3    0 212   Male   rural      Yes    1   MaleruralYes
## 1036 173   4    4      3    1 212   Male   rural      Yes    1   MaleruralYes
## 1037 173   5    5      3    2 212   Male   rural      Yes    1   MaleruralYes
## 1038 173   6    6      3    3 212   Male   rural      Yes    1   MaleruralYes
## 1039 174   1    1      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1040 174   2    2      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1041 174   3    3      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1042 174   4    4      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1043 174   5    5      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1044 174   6    6      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1045 175   1    1      3    0 214 Female   rural      Yes    1 FemaleruralYes
## 1046 175   2    2      3    0 214 Female   rural      Yes    1 FemaleruralYes
## 1047 175   3    3      3    0 214 Female   rural      Yes    1 FemaleruralYes
## 1048 175   4    4      3    1 214 Female   rural      Yes    1 FemaleruralYes
## 1049 175   5    5      3    2 214 Female   rural      Yes    1 FemaleruralYes
## 1050 175   6    6      3    3 214 Female   rural      Yes    1 FemaleruralYes
## 1051 176   1    1      3    0 215 Female   rural      Yes    1 FemaleruralYes
## 1052 176   2    2      3    0 215 Female   rural      Yes    1 FemaleruralYes
## 1053 176   3    3      3    0 215 Female   rural      Yes    1 FemaleruralYes
## 1054 176   4    4      3    1 215 Female   rural      Yes    1 FemaleruralYes
## 1055 176   5    5      3    2 215 Female   rural      Yes    1 FemaleruralYes
## 1056 176   6    6      3    3 215 Female   rural      Yes    1 FemaleruralYes
## 1057 177   1    1      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1058 177   2    2      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1059 177   3    3      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1060 177   4    4      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1061 177   5    5      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1062 177   6    6      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1063 178   1    1      3    0 217   Male   rural       No    1    MaleruralNo
## 1064 178   2    2      3    0 217   Male   rural       No    1    MaleruralNo
## 1065 178   3    3      3    0 217   Male   rural       No    1    MaleruralNo
## 1066 178   4    4      3    1 217   Male   rural       No    1    MaleruralNo
## 1067 178   5    5      3    2 217   Male   rural       No    1    MaleruralNo
## 1068 178   6    6      3    3 217   Male   rural       No    1    MaleruralNo
## 1069 179   1    1      3    0 218   Male   rural       No    1    MaleruralNo
## 1070 179   2    2      3    0 218   Male   rural       No    1    MaleruralNo
## 1071 179   3    3      3    0 218   Male   rural       No    1    MaleruralNo
## 1072 179   4    4      3    1 218   Male   rural       No    1    MaleruralNo
## 1073 179   5    5      3    2 218   Male   rural       No    1    MaleruralNo
## 1074 179   6    6      3    3 218   Male   rural       No    1    MaleruralNo
## 1075 180   1    1      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1076 180   2    2      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1077 180   3    3      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1078 180   4    4      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1079 180   5    5      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1080 180   6    6      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1081 181   1    1      3    0 220 Female   rural       No    1  FemaleruralNo
## 1082 181   2    2      3    0 220 Female   rural       No    1  FemaleruralNo
## 1083 181   3    3      3    0 220 Female   rural       No    1  FemaleruralNo
## 1084 181   4    4      3    1 220 Female   rural       No    1  FemaleruralNo
## 1085 181   5    5      3    2 220 Female   rural       No    1  FemaleruralNo
## 1086 181   6    6      3    3 220 Female   rural       No    1  FemaleruralNo
## 1087 182   1    1      3    0 221   Male   rural       No    1    MaleruralNo
## 1088 182   2    2      3    0 221   Male   rural       No    1    MaleruralNo
## 1089 182   3    3      3    0 221   Male   rural       No    1    MaleruralNo
## 1090 182   4    4      3    1 221   Male   rural       No    1    MaleruralNo
## 1091 182   5    5      3    2 221   Male   rural       No    1    MaleruralNo
## 1092 182   6    6      3    3 221   Male   rural       No    1    MaleruralNo
## 1093 183   1    1      3    0 222 Female   rural       No    1  FemaleruralNo
## 1094 183   2    2      3    0 222 Female   rural       No    1  FemaleruralNo
## 1095 183   3    3      3    0 222 Female   rural       No    1  FemaleruralNo
## 1096 183   4    4      3    1 222 Female   rural       No    1  FemaleruralNo
## 1097 183   5    5      3    2 222 Female   rural       No    1  FemaleruralNo
## 1098 183   6    6      3    3 222 Female   rural       No    1  FemaleruralNo
## 1099 184   1    1      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1100 184   2    2      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1101 184   3    3      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1102 184   4    4      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1103 184   5    5      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1104 184   6    6      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1105 185   1    1      2    0 224 Female   rural      Yes    1 FemaleruralYes
## 1106 185   2    2      2    0 224 Female   rural      Yes    1 FemaleruralYes
## 1107 185   3    3      2    1 224 Female   rural      Yes    1 FemaleruralYes
## 1108 185   4    4      2    2 224 Female   rural      Yes    1 FemaleruralYes
## 1109 185   5    5      2    3 224 Female   rural      Yes    1 FemaleruralYes
## 1110 185   6    6      2    4 224 Female   rural      Yes    1 FemaleruralYes
## 1111 186   1    1      2    0 225 Female   rural       No    1  FemaleruralNo
## 1112 186   2    2      2    0 225 Female   rural       No    1  FemaleruralNo
## 1113 186   3    3      2    1 225 Female   rural       No    1  FemaleruralNo
## 1114 186   4    4      2    2 225 Female   rural       No    1  FemaleruralNo
## 1115 186   5    5      2    3 225 Female   rural       No    1  FemaleruralNo
## 1116 186   6    6      2    4 225 Female   rural       No    1  FemaleruralNo
## 1117 187   1    1      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1118 187   2    2      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1119 187   3    3      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1120 187   4    4      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1121 187   5    5      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1122 187   6    6      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1123 188   1    1      2    0 227 Female   rural      Yes    1 FemaleruralYes
## 1124 188   2    2      2    0 227 Female   rural      Yes    1 FemaleruralYes
## 1125 188   3    3      2    1 227 Female   rural      Yes    1 FemaleruralYes
## 1126 188   4    4      2    2 227 Female   rural      Yes    1 FemaleruralYes
## 1127 188   5    5      2    3 227 Female   rural      Yes    1 FemaleruralYes
## 1128 188   6    6      2    4 227 Female   rural      Yes    1 FemaleruralYes
## 1129 189   1    1      2    0 228 Female   rural       No    1  FemaleruralNo
## 1130 189   2    2      2    0 228 Female   rural       No    1  FemaleruralNo
## 1131 189   3    3      2    1 228 Female   rural       No    1  FemaleruralNo
## 1132 189   4    4      2    2 228 Female   rural       No    1  FemaleruralNo
## 1133 189   5    5      2    3 228 Female   rural       No    1  FemaleruralNo
## 1134 189   6    6      2    4 228 Female   rural       No    1  FemaleruralNo
## 1135 190   1    1      2    0 229 Female   rural      Yes    1 FemaleruralYes
## 1136 190   2    2      2    0 229 Female   rural      Yes    1 FemaleruralYes
## 1137 190   3    3      2    1 229 Female   rural      Yes    1 FemaleruralYes
## 1138 190   4    4      2    2 229 Female   rural      Yes    1 FemaleruralYes
## 1139 190   5    5      2    3 229 Female   rural      Yes    1 FemaleruralYes
## 1140 190   6    6      2    4 229 Female   rural      Yes    1 FemaleruralYes
## 1141 191   1    1      2    0 230 Female   rural      Yes    1 FemaleruralYes
## 1142 191   2    2      2    0 230 Female   rural      Yes    1 FemaleruralYes
## 1143 191   3    3      2    1 230 Female   rural      Yes    1 FemaleruralYes
## 1144 191   4    4      2    2 230 Female   rural      Yes    1 FemaleruralYes
## 1145 191   5    5      2    3 230 Female   rural      Yes    1 FemaleruralYes
## 1146 191   6    6      2    4 230 Female   rural      Yes    1 FemaleruralYes
## 1147 192   1    1      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1148 192   2    2      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1149 192   3    3      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1150 192   4    4      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1151 192   5    5      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1152 192   6    6      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1153 193   1    1      2    0 232 Female   rural      Yes    1 FemaleruralYes
## 1154 193   2    2      2    0 232 Female   rural      Yes    1 FemaleruralYes
## 1155 193   3    3      2    1 232 Female   rural      Yes    1 FemaleruralYes
## 1156 193   4    4      2    2 232 Female   rural      Yes    1 FemaleruralYes
## 1157 193   5    5      2    3 232 Female   rural      Yes    1 FemaleruralYes
## 1158 193   6    6      2    4 232 Female   rural      Yes    1 FemaleruralYes
## 1159 194   1    1      2    0 233 Female   rural       No    1  FemaleruralNo
## 1160 194   2    2      2    0 233 Female   rural       No    1  FemaleruralNo
## 1161 194   3    3      2    1 233 Female   rural       No    1  FemaleruralNo
## 1162 194   4    4      2    2 233 Female   rural       No    1  FemaleruralNo
## 1163 194   5    5      2    3 233 Female   rural       No    1  FemaleruralNo
## 1164 194   6    6      2    4 233 Female   rural       No    1  FemaleruralNo
## 1165 195   1    1      2    0 234 Female   rural       No    1  FemaleruralNo
## 1166 195   2    2      2    0 234 Female   rural       No    1  FemaleruralNo
## 1167 195   3    3      2    1 234 Female   rural       No    1  FemaleruralNo
## 1168 195   4    4      2    2 234 Female   rural       No    1  FemaleruralNo
## 1169 195   5    5      2    3 234 Female   rural       No    1  FemaleruralNo
## 1170 195   6    6      2    4 234 Female   rural       No    1  FemaleruralNo
## 1171 196   1    1      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1172 196   2    2      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1173 196   3    3      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1174 196   4    4      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1175 196   5    5      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1176 196   6    6      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1177 197   1    1      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1178 197   2    2      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1179 197   3    3      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1180 197   4    4      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1181 197   5    5      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1182 197   6    6      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1183 198   1    1      2    0 237 Female   rural      Yes    1 FemaleruralYes
## 1184 198   2    2      2    0 237 Female   rural      Yes    1 FemaleruralYes
## 1185 198   3    3      2    1 237 Female   rural      Yes    1 FemaleruralYes
## 1186 198   4    4      2    2 237 Female   rural      Yes    1 FemaleruralYes
## 1187 198   5    5      2    3 237 Female   rural      Yes    1 FemaleruralYes
## 1188 198   6    6      2    4 237 Female   rural      Yes    1 FemaleruralYes
## 1189 199   1    1      2    0 238 Female   rural       No    1  FemaleruralNo
## 1190 199   2    2      2    0 238 Female   rural       No    1  FemaleruralNo
## 1191 199   3    3      2    1 238 Female   rural       No    1  FemaleruralNo
## 1192 199   4    4      2    2 238 Female   rural       No    1  FemaleruralNo
## 1193 199   5    5      2    3 238 Female   rural       No    1  FemaleruralNo
## 1194 199   6    6      2    4 238 Female   rural       No    1  FemaleruralNo
## 1195 200   1    1      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1196 200   2    2      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1197 200   3    3      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1198 200   4    4      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1199 200   5    5      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1200 200   6    6      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1201 201   1    1      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1202 201   2    2      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1203 201   3    3      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1204 201   4    4      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1205 201   5    5      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1206 201   6    6      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1207 202   1    1      2    0 241 Female   rural       No    1  FemaleruralNo
## 1208 202   2    2      2    0 241 Female   rural       No    1  FemaleruralNo
## 1209 202   3    3      2    1 241 Female   rural       No    1  FemaleruralNo
## 1210 202   4    4      2    2 241 Female   rural       No    1  FemaleruralNo
## 1211 202   5    5      2    3 241 Female   rural       No    1  FemaleruralNo
## 1212 202   6    6      2    4 241 Female   rural       No    1  FemaleruralNo
## 1213 203   1    1      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1214 203   2    2      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1215 203   3    3      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1216 203   4    4      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1217 203   5    5      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1218 203   6    6      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1219 204   1    1      2    0 243   Male   rural       No    1    MaleruralNo
## 1220 204   2    2      2    0 243   Male   rural       No    1    MaleruralNo
## 1221 204   3    3      2    1 243   Male   rural       No    1    MaleruralNo
## 1222 204   4    4      2    2 243   Male   rural       No    1    MaleruralNo
## 1223 204   5    5      2    3 243   Male   rural       No    1    MaleruralNo
## 1224 204   6    6      2    4 243   Male   rural       No    1    MaleruralNo
## 1225 205   1    1      2    0 244   Male   rural       No    1    MaleruralNo
## 1226 205   2    2      2    0 244   Male   rural       No    1    MaleruralNo
## 1227 205   3    3      2    1 244   Male   rural       No    1    MaleruralNo
## 1228 205   4    4      2    2 244   Male   rural       No    1    MaleruralNo
## 1229 205   5    5      2    3 244   Male   rural       No    1    MaleruralNo
## 1230 205   6    6      2    4 244   Male   rural       No    1    MaleruralNo
## 1231 206   1    1      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1232 206   2    2      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1233 206   3    3      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1234 206   4    4      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1235 206   5    5      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1236 206   6    6      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1237 207   1    1      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1238 207   2    2      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1239 207   3    3      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1240 207   4    4      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1241 207   5    5      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1242 207   6    6      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1243 208   1    1      2    0 247   Male   rural      Yes    1   MaleruralYes
## 1244 208   2    2      2    0 247   Male   rural      Yes    1   MaleruralYes
## 1245 208   3    3      2    1 247   Male   rural      Yes    1   MaleruralYes
## 1246 208   4    4      2    2 247   Male   rural      Yes    1   MaleruralYes
## 1247 208   5    5      2    3 247   Male   rural      Yes    1   MaleruralYes
## 1248 208   6    6      2    4 247   Male   rural      Yes    1   MaleruralYes
## 1249 209   1    1      2    0 248   Male   rural       No    1    MaleruralNo
## 1250 209   2    2      2    0 248   Male   rural       No    1    MaleruralNo
## 1251 209   3    3      2    1 248   Male   rural       No    1    MaleruralNo
## 1252 209   4    4      2    2 248   Male   rural       No    1    MaleruralNo
## 1253 209   5    5      2    3 248   Male   rural       No    1    MaleruralNo
## 1254 209   6    6      2    4 248   Male   rural       No    1    MaleruralNo
## 1255 210   1    1      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1256 210   2    2      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1257 210   3    3      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1258 210   4    4      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1259 210   5    5      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1260 210   6    6      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1261 211   1    1      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1262 211   2    2      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1263 211   3    3      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1264 211   4    4      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1265 211   5    5      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1266 211   6    6      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1267 212   1    1      2    0 251   Male   rural      Yes    1   MaleruralYes
## 1268 212   2    2      2    0 251   Male   rural      Yes    1   MaleruralYes
## 1269 212   3    3      2    1 251   Male   rural      Yes    1   MaleruralYes
## 1270 212   4    4      2    2 251   Male   rural      Yes    1   MaleruralYes
## 1271 212   5    5      2    3 251   Male   rural      Yes    1   MaleruralYes
## 1272 212   6    6      2    4 251   Male   rural      Yes    1   MaleruralYes
## 1273 213   1    1      2    0 252   Male   rural       No    1    MaleruralNo
## 1274 213   2    2      2    0 252   Male   rural       No    1    MaleruralNo
## 1275 213   3    3      2    1 252   Male   rural       No    1    MaleruralNo
## 1276 213   4    4      2    2 252   Male   rural       No    1    MaleruralNo
## 1277 213   5    5      2    3 252   Male   rural       No    1    MaleruralNo
## 1278 213   6    6      2    4 252   Male   rural       No    1    MaleruralNo
## 1279 214   1    1      2    0 253 Female   rural       No    1  FemaleruralNo
## 1280 214   2    2      2    0 253 Female   rural       No    1  FemaleruralNo
## 1281 214   3    3      2    1 253 Female   rural       No    1  FemaleruralNo
## 1282 214   4    4      2    2 253 Female   rural       No    1  FemaleruralNo
## 1283 214   5    5      2    3 253 Female   rural       No    1  FemaleruralNo
## 1284 214   6    6      2    4 253 Female   rural       No    1  FemaleruralNo
## 1285 215   1    1      2    0 254 Female   rural      Yes    1 FemaleruralYes
## 1286 215   2    2      2    0 254 Female   rural      Yes    1 FemaleruralYes
## 1287 215   3    3      2    1 254 Female   rural      Yes    1 FemaleruralYes
## 1288 215   4    4      2    2 254 Female   rural      Yes    1 FemaleruralYes
## 1289 215   5    5      2    3 254 Female   rural      Yes    1 FemaleruralYes
## 1290 215   6    6      2    4 254 Female   rural      Yes    1 FemaleruralYes
## 1291 216   1    1      2    0 255 Female   rural      Yes    1 FemaleruralYes
## 1292 216   2    2      2    0 255 Female   rural      Yes    1 FemaleruralYes
## 1293 216   3    3      2    1 255 Female   rural      Yes    1 FemaleruralYes
## 1294 216   4    4      2    2 255 Female   rural      Yes    1 FemaleruralYes
## 1295 216   5    5      2    3 255 Female   rural      Yes    1 FemaleruralYes
## 1296 216   6    6      2    4 255 Female   rural      Yes    1 FemaleruralYes
## 1297 217   1    1      2    0 256 Female   rural       No    1  FemaleruralNo
## 1298 217   2    2      2    0 256 Female   rural       No    1  FemaleruralNo
## 1299 217   3    3      2    1 256 Female   rural       No    1  FemaleruralNo
## 1300 217   4    4      2    2 256 Female   rural       No    1  FemaleruralNo
## 1301 217   5    5      2    3 256 Female   rural       No    1  FemaleruralNo
## 1302 217   6    6      2    4 256 Female   rural       No    1  FemaleruralNo
## 1303 218   1    1      2    0 257   Male   rural      Yes    1   MaleruralYes
## 1304 218   2    2      2    0 257   Male   rural      Yes    1   MaleruralYes
## 1305 218   3    3      2    1 257   Male   rural      Yes    1   MaleruralYes
## 1306 218   4    4      2    2 257   Male   rural      Yes    1   MaleruralYes
## 1307 218   5    5      2    3 257   Male   rural      Yes    1   MaleruralYes
## 1308 218   6    6      2    4 257   Male   rural      Yes    1   MaleruralYes
## 1309 219   1    1      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1310 219   2    2      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1311 219   3    3      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1312 219   4    4      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1313 219   5    5      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1314 219   6    6      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1315 220   1    1      2    0 259   Male   rural       No    1    MaleruralNo
## 1316 220   2    2      2    0 259   Male   rural       No    1    MaleruralNo
## 1317 220   3    3      2    1 259   Male   rural       No    1    MaleruralNo
## 1318 220   4    4      2    2 259   Male   rural       No    1    MaleruralNo
## 1319 220   5    5      2    3 259   Male   rural       No    1    MaleruralNo
## 1320 220   6    6      2    4 259   Male   rural       No    1    MaleruralNo
## 1321 221   1    1      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1322 221   2    2      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1323 221   3    3      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1324 221   4    4      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1325 221   5    5      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1326 221   6    6      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1327 222   1    1      2    0 261   Male   rural       No    1    MaleruralNo
## 1328 222   2    2      2    0 261   Male   rural       No    1    MaleruralNo
## 1329 222   3    3      2    1 261   Male   rural       No    1    MaleruralNo
## 1330 222   4    4      2    2 261   Male   rural       No    1    MaleruralNo
## 1331 222   5    5      2    3 261   Male   rural       No    1    MaleruralNo
## 1332 222   6    6      2    4 261   Male   rural       No    1    MaleruralNo
## 1333 223   1    1      2    0 262   Male   rural       No    1    MaleruralNo
## 1334 223   2    2      2    0 262   Male   rural       No    1    MaleruralNo
## 1335 223   3    3      2    1 262   Male   rural       No    1    MaleruralNo
## 1336 223   4    4      2    2 262   Male   rural       No    1    MaleruralNo
## 1337 223   5    5      2    3 262   Male   rural       No    1    MaleruralNo
## 1338 223   6    6      2    4 262   Male   rural       No    1    MaleruralNo
## 1339 224   1    1      2    0 263   Male   rural      Yes    1   MaleruralYes
## 1340 224   2    2      2    0 263   Male   rural      Yes    1   MaleruralYes
## 1341 224   3    3      2    1 263   Male   rural      Yes    1   MaleruralYes
## 1342 224   4    4      2    2 263   Male   rural      Yes    1   MaleruralYes
## 1343 224   5    5      2    3 263   Male   rural      Yes    1   MaleruralYes
## 1344 224   6    6      2    4 263   Male   rural      Yes    1   MaleruralYes
## 1345 225   1    1      2    0 264 Female   rural       No    1  FemaleruralNo
## 1346 225   2    2      2    0 264 Female   rural       No    1  FemaleruralNo
## 1347 225   3    3      2    1 264 Female   rural       No    1  FemaleruralNo
## 1348 225   4    4      2    2 264 Female   rural       No    1  FemaleruralNo
## 1349 225   5    5      2    3 264 Female   rural       No    1  FemaleruralNo
## 1350 225   6    6      2    4 264 Female   rural       No    1  FemaleruralNo
## 1351 226   1    1      2    0 265 Female   rural       No    1  FemaleruralNo
## 1352 226   2    2      2    0 265 Female   rural       No    1  FemaleruralNo
## 1353 226   3    3      2    1 265 Female   rural       No    1  FemaleruralNo
## 1354 226   4    4      2    2 265 Female   rural       No    1  FemaleruralNo
## 1355 226   5    5      2    3 265 Female   rural       No    1  FemaleruralNo
## 1356 226   6    6      2    4 265 Female   rural       No    1  FemaleruralNo
## 1357 227   1    1      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1358 227   2    2      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1359 227   3    3      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1360 227   4    4      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1361 227   5    5      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1362 227   6    6      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1363 228   1    1      2    0 267 Female   rural      Yes    1 FemaleruralYes
## 1364 228   2    2      2    0 267 Female   rural      Yes    1 FemaleruralYes
## 1365 228   3    3      2    1 267 Female   rural      Yes    1 FemaleruralYes
## 1366 228   4    4      2    2 267 Female   rural      Yes    1 FemaleruralYes
## 1367 228   5    5      2    3 267 Female   rural      Yes    1 FemaleruralYes
## 1368 228   6    6      2    4 267 Female   rural      Yes    1 FemaleruralYes
## 1369 229   1    1      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1370 229   2    2      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1371 229   3    3      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1372 229   4    4      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1373 229   5    5      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1374 229   6    6      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1375 230   1    1      2    0 269   Male   rural       No    1    MaleruralNo
## 1376 230   2    2      2    0 269   Male   rural       No    1    MaleruralNo
## 1377 230   3    3      2    1 269   Male   rural       No    1    MaleruralNo
## 1378 230   4    4      2    2 269   Male   rural       No    1    MaleruralNo
## 1379 230   5    5      2    3 269   Male   rural       No    1    MaleruralNo
## 1380 230   6    6      2    4 269   Male   rural       No    1    MaleruralNo
## 1381 231   1    1      2    0 270 Female   rural       No    1  FemaleruralNo
## 1382 231   2    2      2    0 270 Female   rural       No    1  FemaleruralNo
## 1383 231   3    3      2    1 270 Female   rural       No    1  FemaleruralNo
## 1384 231   4    4      2    2 270 Female   rural       No    1  FemaleruralNo
## 1385 231   5    5      2    3 270 Female   rural       No    1  FemaleruralNo
## 1386 231   6    6      2    4 270 Female   rural       No    1  FemaleruralNo
## 1387 232   1    1      2    0 271 Female   rural      Yes    1 FemaleruralYes
## 1388 232   2    2      2    0 271 Female   rural      Yes    1 FemaleruralYes
## 1389 232   3    3      2    1 271 Female   rural      Yes    1 FemaleruralYes
## 1390 232   4    4      2    2 271 Female   rural      Yes    1 FemaleruralYes
## 1391 232   5    5      2    3 271 Female   rural      Yes    1 FemaleruralYes
## 1392 232   6    6      2    4 271 Female   rural      Yes    1 FemaleruralYes
## 1393 233   1    1      2    0 272 Female   rural      Yes    1 FemaleruralYes
## 1394 233   2    2      2    0 272 Female   rural      Yes    1 FemaleruralYes
## 1395 233   3    3      2    1 272 Female   rural      Yes    1 FemaleruralYes
## 1396 233   4    4      2    2 272 Female   rural      Yes    1 FemaleruralYes
## 1397 233   5    5      2    3 272 Female   rural      Yes    1 FemaleruralYes
## 1398 233   6    6      2    4 272 Female   rural      Yes    1 FemaleruralYes
## 1399 234   1    1      1    0 273 Female   rural       No    1  FemaleruralNo
## 1400 234   2    2      1    1 273 Female   rural       No    1  FemaleruralNo
## 1401 234   3    3      1    2 273 Female   rural       No    1  FemaleruralNo
## 1402 234   4    4      1    3 273 Female   rural       No    1  FemaleruralNo
## 1403 234   5    5      1    4 273 Female   rural       No    1  FemaleruralNo
## 1404 234   6    6      1    5 273 Female   rural       No    1  FemaleruralNo
## 1405 235   1    1      1    0 274 Female   rural      Yes    1 FemaleruralYes
## 1406 235   2    2      1    1 274 Female   rural      Yes    1 FemaleruralYes
## 1407 235   3    3      1    2 274 Female   rural      Yes    1 FemaleruralYes
## 1408 235   4    4      1    3 274 Female   rural      Yes    1 FemaleruralYes
## 1409 235   5    5      1    4 274 Female   rural      Yes    1 FemaleruralYes
## 1410 235   6    6      1    5 274 Female   rural      Yes    1 FemaleruralYes
## 1411 236   1    1      1    0 275 Female   rural       No    1  FemaleruralNo
## 1412 236   2    2      1    1 275 Female   rural       No    1  FemaleruralNo
## 1413 236   3    3      1    2 275 Female   rural       No    1  FemaleruralNo
## 1414 236   4    4      1    3 275 Female   rural       No    1  FemaleruralNo
## 1415 236   5    5      1    4 275 Female   rural       No    1  FemaleruralNo
## 1416 236   6    6      1    5 275 Female   rural       No    1  FemaleruralNo
## 1417 237   1    1      1    0 276 Female   rural       No    1  FemaleruralNo
## 1418 237   2    2      1    1 276 Female   rural       No    1  FemaleruralNo
## 1419 237   3    3      1    2 276 Female   rural       No    1  FemaleruralNo
## 1420 237   4    4      1    3 276 Female   rural       No    1  FemaleruralNo
## 1421 237   5    5      1    4 276 Female   rural       No    1  FemaleruralNo
## 1422 237   6    6      1    5 276 Female   rural       No    1  FemaleruralNo
## 1423 238   1    1      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1424 238   2    2      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1425 238   3    3      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1426 238   4    4      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1427 238   5    5      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1428 238   6    6      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1429 239   1    1      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1430 239   2    2      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1431 239   3    3      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1432 239   4    4      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1433 239   5    5      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1434 239   6    6      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1435 240   1    1      1    0 279   Male   rural       No    1    MaleruralNo
## 1436 240   2    2      1    1 279   Male   rural       No    1    MaleruralNo
## 1437 240   3    3      1    2 279   Male   rural       No    1    MaleruralNo
## 1438 240   4    4      1    3 279   Male   rural       No    1    MaleruralNo
## 1439 240   5    5      1    4 279   Male   rural       No    1    MaleruralNo
## 1440 240   6    6      1    5 279   Male   rural       No    1    MaleruralNo
## 1441 241   1    1      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1442 241   2    2      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1443 241   3    3      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1444 241   4    4      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1445 241   5    5      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1446 241   6    6      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1447 242   1    1      1    0 281   Male   rural      Yes    1   MaleruralYes
## 1448 242   2    2      1    1 281   Male   rural      Yes    1   MaleruralYes
## 1449 242   3    3      1    2 281   Male   rural      Yes    1   MaleruralYes
## 1450 242   4    4      1    3 281   Male   rural      Yes    1   MaleruralYes
## 1451 242   5    5      1    4 281   Male   rural      Yes    1   MaleruralYes
## 1452 242   6    6      1    5 281   Male   rural      Yes    1   MaleruralYes
## 1453 243   1    1      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1454 243   2    2      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1455 243   3    3      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1456 243   4    4      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1457 243   5    5      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1458 243   6    6      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1459 244   1    1      1    0 283   Male   rural      Yes    1   MaleruralYes
## 1460 244   2    2      1    1 283   Male   rural      Yes    1   MaleruralYes
## 1461 244   3    3      1    2 283   Male   rural      Yes    1   MaleruralYes
## 1462 244   4    4      1    3 283   Male   rural      Yes    1   MaleruralYes
## 1463 244   5    5      1    4 283   Male   rural      Yes    1   MaleruralYes
## 1464 244   6    6      1    5 283   Male   rural      Yes    1   MaleruralYes
## 1465 245   1    1      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1466 245   2    2      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1467 245   3    3      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1468 245   4    4      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1469 245   5    5      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1470 245   6    6      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1471 246   1    1      1    0 285 Female   rural      Yes    1 FemaleruralYes
## 1472 246   2    2      1    1 285 Female   rural      Yes    1 FemaleruralYes
## 1473 246   3    3      1    2 285 Female   rural      Yes    1 FemaleruralYes
## 1474 246   4    4      1    3 285 Female   rural      Yes    1 FemaleruralYes
## 1475 246   5    5      1    4 285 Female   rural      Yes    1 FemaleruralYes
## 1476 246   6    6      1    5 285 Female   rural      Yes    1 FemaleruralYes
## 1477 247   1    1      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1478 247   2    2      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1479 247   3    3      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1480 247   4    4      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1481 247   5    5      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1482 247   6    6      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1483 248   1    1      1    0 287   Male   rural       No    1    MaleruralNo
## 1484 248   2    2      1    1 287   Male   rural       No    1    MaleruralNo
## 1485 248   3    3      1    2 287   Male   rural       No    1    MaleruralNo
## 1486 248   4    4      1    3 287   Male   rural       No    1    MaleruralNo
## 1487 248   5    5      1    4 287   Male   rural       No    1    MaleruralNo
## 1488 248   6    6      1    5 287   Male   rural       No    1    MaleruralNo
## 1489 249   1    1      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1490 249   2    2      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1491 249   3    3      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1492 249   4    4      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1493 249   5    5      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1494 249   6    6      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1495 250   1    1      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1496 250   2    2      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1497 250   3    3      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1498 250   4    4      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1499 250   5    5      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1500 250   6    6      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1501 251   1    1      1    0 290 Female   rural      Yes    1 FemaleruralYes
## 1502 251   2    2      1    1 290 Female   rural      Yes    1 FemaleruralYes
## 1503 251   3    3      1    2 290 Female   rural      Yes    1 FemaleruralYes
## 1504 251   4    4      1    3 290 Female   rural      Yes    1 FemaleruralYes
## 1505 251   5    5      1    4 290 Female   rural      Yes    1 FemaleruralYes
## 1506 251   6    6      1    5 290 Female   rural      Yes    1 FemaleruralYes
## 1507 252   1    1      1    0 291 Female   rural      Yes    1 FemaleruralYes
## 1508 252   2    2      1    1 291 Female   rural      Yes    1 FemaleruralYes
## 1509 252   3    3      1    2 291 Female   rural      Yes    1 FemaleruralYes
## 1510 252   4    4      1    3 291 Female   rural      Yes    1 FemaleruralYes
## 1511 252   5    5      1    4 291 Female   rural      Yes    1 FemaleruralYes
## 1512 252   6    6      1    5 291 Female   rural      Yes    1 FemaleruralYes
## 1513 253   1    1      1    0 292   Male   rural      Yes    1   MaleruralYes
## 1514 253   2    2      1    1 292   Male   rural      Yes    1   MaleruralYes
## 1515 253   3    3      1    2 292   Male   rural      Yes    1   MaleruralYes
## 1516 253   4    4      1    3 292   Male   rural      Yes    1   MaleruralYes
## 1517 253   5    5      1    4 292   Male   rural      Yes    1   MaleruralYes
## 1518 253   6    6      1    5 292   Male   rural      Yes    1   MaleruralYes
## 1519 254   1    1      1    0 293 Female   rural      Yes    1 FemaleruralYes
## 1520 254   2    2      1    1 293 Female   rural      Yes    1 FemaleruralYes
## 1521 254   3    3      1    2 293 Female   rural      Yes    1 FemaleruralYes
## 1522 254   4    4      1    3 293 Female   rural      Yes    1 FemaleruralYes
## 1523 254   5    5      1    4 293 Female   rural      Yes    1 FemaleruralYes
## 1524 254   6    6      1    5 293 Female   rural      Yes    1 FemaleruralYes
## 1525 255   1    1      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1526 255   2    2      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1527 255   3    3      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1528 255   4    4      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1529 255   5    5      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1530 255   6    6      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1531 256   1    1      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1532 256   2    2      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1533 256   3    3      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1534 256   4    4      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1535 256   5    5      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1536 256   6    6      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1537 257   1    1      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1538 257   2    2      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1539 257   3    3      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1540 257   4    4      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1541 257   5    5      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1542 257   6    6      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1543 258   1    1      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1544 258   2    2      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1545 258   3    3      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1546 258   4    4      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1547 258   5    5      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1548 258   6    6      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1549 259   1    1      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1550 259   2    2      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1551 259   3    3      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1552 259   4    4      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1553 259   5    5      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1554 259   6    6      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1555 260   1    1      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1556 260   2    2      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1557 260   3    3      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1558 260   4    4      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1559 260   5    5      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1560 260   6    6      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1561 261   1    1      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1562 261   2    2      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1563 261   3    3      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1564 261   4    4      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1565 261   5    5      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1566 261   6    6      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1567 262   1    1      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1568 262   2    2      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1569 262   3    3      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1570 262   4    4      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1571 262   5    5      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1572 262   6    6      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1573 263   1    1      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1574 263   2    2      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1575 263   3    3      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1576 263   4    4      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1577 263   5    5      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1578 263   6    6      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1579 264   1    1      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1580 264   2    2      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1581 264   3    3      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1582 264   4    4      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1583 264   5    5      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1584 264   6    6      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1585 265   1    1      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1586 265   2    2      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1587 265   3    3      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1588 265   4    4      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1589 265   5    5      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1590 265   6    6      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1591 266   1    1      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1592 266   2    2      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1593 266   3    3      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1594 266   4    4      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1595 266   5    5      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1596 266   6    6      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1597 267   1    1      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1598 267   2    2      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1599 267   3    3      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1600 267   4    4      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1601 267   5    5      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1602 267   6    6      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1603 268   1    1      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1604 268   2    2      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1605 268   3    3      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1606 268   4    4      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1607 268   5    5      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1608 268   6    6      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1609 269   1    1      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1610 269   2    2      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1611 269   3    3      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1612 269   4    4      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1613 269   5    5      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1614 269   6    6      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1615 270   1    1      6    0 348   Male   urban       No    1    MaleurbanNo
## 1616 270   2    2      6    0 348   Male   urban       No    1    MaleurbanNo
## 1617 270   3    3      6    0 348   Male   urban       No    1    MaleurbanNo
## 1618 270   4    4      6    0 348   Male   urban       No    1    MaleurbanNo
## 1619 270   5    5      6    0 348   Male   urban       No    1    MaleurbanNo
## 1620 270   6    6      6    0 348   Male   urban       No    1    MaleurbanNo
## 1621 271   1    1      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1622 271   2    2      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1623 271   3    3      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1624 271   4    4      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1625 271   5    5      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1626 271   6    6      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1627 272   1    1      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1628 272   2    2      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1629 272   3    3      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1630 272   4    4      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1631 272   5    5      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1632 272   6    6      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1633 273   1    1      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1634 273   2    2      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1635 273   3    3      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1636 273   4    4      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1637 273   5    5      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1638 273   6    6      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1639 274   1    1      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1640 274   2    2      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1641 274   3    3      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1642 274   4    4      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1643 274   5    5      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1644 274   6    6      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1645 275   1    1      6    0 353   Male   urban       No    1    MaleurbanNo
## 1646 275   2    2      6    0 353   Male   urban       No    1    MaleurbanNo
## 1647 275   3    3      6    0 353   Male   urban       No    1    MaleurbanNo
## 1648 275   4    4      6    0 353   Male   urban       No    1    MaleurbanNo
## 1649 275   5    5      6    0 353   Male   urban       No    1    MaleurbanNo
## 1650 275   6    6      6    0 353   Male   urban       No    1    MaleurbanNo
## 1651 276   1    1      6    0 354   Male   urban       No    1    MaleurbanNo
## 1652 276   2    2      6    0 354   Male   urban       No    1    MaleurbanNo
## 1653 276   3    3      6    0 354   Male   urban       No    1    MaleurbanNo
## 1654 276   4    4      6    0 354   Male   urban       No    1    MaleurbanNo
## 1655 276   5    5      6    0 354   Male   urban       No    1    MaleurbanNo
## 1656 276   6    6      6    0 354   Male   urban       No    1    MaleurbanNo
## 1657 277   1    1      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1658 277   2    2      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1659 277   3    3      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1660 277   4    4      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1661 277   5    5      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1662 277   6    6      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1663 278   1    1      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1664 278   2    2      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1665 278   3    3      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1666 278   4    4      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1667 278   5    5      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1668 278   6    6      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1669 279   1    1      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1670 279   2    2      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1671 279   3    3      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1672 279   4    4      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1673 279   5    5      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1674 279   6    6      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1675 280   1    1      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1676 280   2    2      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1677 280   3    3      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1678 280   4    4      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1679 280   5    5      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1680 280   6    6      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1681 281   1    1      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1682 281   2    2      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1683 281   3    3      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1684 281   4    4      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1685 281   5    5      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1686 281   6    6      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1687 282   1    1      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1688 282   2    2      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1689 282   3    3      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1690 282   4    4      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1691 282   5    5      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1692 282   6    6      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1693 283   1    1      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1694 283   2    2      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1695 283   3    3      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1696 283   4    4      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1697 283   5    5      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1698 283   6    6      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1699 284   1    1      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1700 284   2    2      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1701 284   3    3      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1702 284   4    4      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1703 284   5    5      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1704 284   6    6      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1705 285   1    1      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1706 285   2    2      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1707 285   3    3      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1708 285   4    4      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1709 285   5    5      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1710 285   6    6      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1711 286   1    1      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1712 286   2    2      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1713 286   3    3      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1714 286   4    4      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1715 286   5    5      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1716 286   6    6      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1717 287   1    1      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1718 287   2    2      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1719 287   3    3      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1720 287   4    4      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1721 287   5    5      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1722 287   6    6      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1723 288   1    1      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1724 288   2    2      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1725 288   3    3      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1726 288   4    4      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1727 288   5    5      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1728 288   6    6      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1729 289   1    1      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1730 289   2    2      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1731 289   3    3      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1732 289   4    4      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1733 289   5    5      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1734 289   6    6      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1735 290   1    1      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1736 290   2    2      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1737 290   3    3      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1738 290   4    4      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1739 290   5    5      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1740 290   6    6      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1741 291   1    1      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1742 291   2    2      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1743 291   3    3      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1744 291   4    4      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1745 291   5    5      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1746 291   6    6      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1747 292   1    1      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1748 292   2    2      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1749 292   3    3      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1750 292   4    4      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1751 292   5    5      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1752 292   6    6      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1753 293   1    1      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1754 293   2    2      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1755 293   3    3      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1756 293   4    4      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1757 293   5    5      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1758 293   6    6      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1759 294   1    1      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1760 294   2    2      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1761 294   3    3      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1762 294   4    4      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1763 294   5    5      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1764 294   6    6      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1765 295   1    1      6    0 373   Male   urban       No    1    MaleurbanNo
## 1766 295   2    2      6    0 373   Male   urban       No    1    MaleurbanNo
## 1767 295   3    3      6    0 373   Male   urban       No    1    MaleurbanNo
## 1768 295   4    4      6    0 373   Male   urban       No    1    MaleurbanNo
## 1769 295   5    5      6    0 373   Male   urban       No    1    MaleurbanNo
## 1770 295   6    6      6    0 373   Male   urban       No    1    MaleurbanNo
## 1771 296   1    1      6    0 374   Male   urban       No    1    MaleurbanNo
## 1772 296   2    2      6    0 374   Male   urban       No    1    MaleurbanNo
## 1773 296   3    3      6    0 374   Male   urban       No    1    MaleurbanNo
## 1774 296   4    4      6    0 374   Male   urban       No    1    MaleurbanNo
## 1775 296   5    5      6    0 374   Male   urban       No    1    MaleurbanNo
## 1776 296   6    6      6    0 374   Male   urban       No    1    MaleurbanNo
## 1777 297   1    1      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1778 297   2    2      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1779 297   3    3      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1780 297   4    4      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1781 297   5    5      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1782 297   6    6      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1783 298   1    1      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1784 298   2    2      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1785 298   3    3      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1786 298   4    4      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1787 298   5    5      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1788 298   6    6      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1789 299   1    1      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1790 299   2    2      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1791 299   3    3      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1792 299   4    4      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1793 299   5    5      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1794 299   6    6      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1795 300   1    1      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1796 300   2    2      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1797 300   3    3      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1798 300   4    4      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1799 300   5    5      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1800 300   6    6      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1801 301   1    1      6    0 379   Male   urban       No    1    MaleurbanNo
## 1802 301   2    2      6    0 379   Male   urban       No    1    MaleurbanNo
## 1803 301   3    3      6    0 379   Male   urban       No    1    MaleurbanNo
## 1804 301   4    4      6    0 379   Male   urban       No    1    MaleurbanNo
## 1805 301   5    5      6    0 379   Male   urban       No    1    MaleurbanNo
## 1806 301   6    6      6    0 379   Male   urban       No    1    MaleurbanNo
## 1807 302   1    1      5    0 380 Female   urban       No    1  FemaleurbanNo
## 1808 302   2    2      5    0 380 Female   urban       No    1  FemaleurbanNo
## 1809 302   3    3      5    0 380 Female   urban       No    1  FemaleurbanNo
## 1810 302   4    4      5    0 380 Female   urban       No    1  FemaleurbanNo
## 1811 302   5    5      5    0 380 Female   urban       No    1  FemaleurbanNo
## 1812 302   6    6      5    1 380 Female   urban       No    1  FemaleurbanNo
## 1813 303   1    1      5    0 381 Female   urban      Yes    1 FemaleurbanYes
## 1814 303   2    2      5    0 381 Female   urban      Yes    1 FemaleurbanYes
## 1815 303   3    3      5    0 381 Female   urban      Yes    1 FemaleurbanYes
## 1816 303   4    4      5    0 381 Female   urban      Yes    1 FemaleurbanYes
## 1817 303   5    5      5    0 381 Female   urban      Yes    1 FemaleurbanYes
## 1818 303   6    6      5    1 381 Female   urban      Yes    1 FemaleurbanYes
## 1819 304   1    1      5    0 382 Female   urban       No    1  FemaleurbanNo
## 1820 304   2    2      5    0 382 Female   urban       No    1  FemaleurbanNo
## 1821 304   3    3      5    0 382 Female   urban       No    1  FemaleurbanNo
## 1822 304   4    4      5    0 382 Female   urban       No    1  FemaleurbanNo
## 1823 304   5    5      5    0 382 Female   urban       No    1  FemaleurbanNo
## 1824 304   6    6      5    1 382 Female   urban       No    1  FemaleurbanNo
## 1825 305   1    1      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1826 305   2    2      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1827 305   3    3      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1828 305   4    4      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1829 305   5    5      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1830 305   6    6      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1831 306   1    1      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1832 306   2    2      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1833 306   3    3      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1834 306   4    4      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1835 306   5    5      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1836 306   6    6      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1837 307   1    1      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1838 307   2    2      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1839 307   3    3      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1840 307   4    4      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1841 307   5    5      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1842 307   6    6      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1843 308   1    1      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1844 308   2    2      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1845 308   3    3      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1846 308   4    4      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1847 308   5    5      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1848 308   6    6      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1849 309   1    1      5    0 387   Male   urban      Yes    1   MaleurbanYes
## 1850 309   2    2      5    0 387   Male   urban      Yes    1   MaleurbanYes
## 1851 309   3    3      5    0 387   Male   urban      Yes    1   MaleurbanYes
## 1852 309   4    4      5    0 387   Male   urban      Yes    1   MaleurbanYes
## 1853 309   5    5      5    0 387   Male   urban      Yes    1   MaleurbanYes
## 1854 309   6    6      5    1 387   Male   urban      Yes    1   MaleurbanYes
## 1855 310   1    1      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1856 310   2    2      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1857 310   3    3      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1858 310   4    4      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1859 310   5    5      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1860 310   6    6      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1861 311   1    1      5    0 389   Male   urban      Yes    1   MaleurbanYes
## 1862 311   2    2      5    0 389   Male   urban      Yes    1   MaleurbanYes
## 1863 311   3    3      5    0 389   Male   urban      Yes    1   MaleurbanYes
## 1864 311   4    4      5    0 389   Male   urban      Yes    1   MaleurbanYes
## 1865 311   5    5      5    0 389   Male   urban      Yes    1   MaleurbanYes
## 1866 311   6    6      5    1 389   Male   urban      Yes    1   MaleurbanYes
## 1867 312   1    1      5    0 390   Male   urban      Yes    1   MaleurbanYes
## 1868 312   2    2      5    0 390   Male   urban      Yes    1   MaleurbanYes
## 1869 312   3    3      5    0 390   Male   urban      Yes    1   MaleurbanYes
## 1870 312   4    4      5    0 390   Male   urban      Yes    1   MaleurbanYes
## 1871 312   5    5      5    0 390   Male   urban      Yes    1   MaleurbanYes
## 1872 312   6    6      5    1 390   Male   urban      Yes    1   MaleurbanYes
## 1873 313   1    1      5    0 391   Male   urban      Yes    1   MaleurbanYes
## 1874 313   2    2      5    0 391   Male   urban      Yes    1   MaleurbanYes
## 1875 313   3    3      5    0 391   Male   urban      Yes    1   MaleurbanYes
## 1876 313   4    4      5    0 391   Male   urban      Yes    1   MaleurbanYes
## 1877 313   5    5      5    0 391   Male   urban      Yes    1   MaleurbanYes
## 1878 313   6    6      5    1 391   Male   urban      Yes    1   MaleurbanYes
## 1879 314   1    1      5    0 392   Male   urban       No    1    MaleurbanNo
## 1880 314   2    2      5    0 392   Male   urban       No    1    MaleurbanNo
## 1881 314   3    3      5    0 392   Male   urban       No    1    MaleurbanNo
## 1882 314   4    4      5    0 392   Male   urban       No    1    MaleurbanNo
## 1883 314   5    5      5    0 392   Male   urban       No    1    MaleurbanNo
## 1884 314   6    6      5    1 392   Male   urban       No    1    MaleurbanNo
## 1885 315   1    1      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1886 315   2    2      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1887 315   3    3      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1888 315   4    4      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1889 315   5    5      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1890 315   6    6      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1891 316   1    1      5    0 394   Male   urban      Yes    1   MaleurbanYes
## 1892 316   2    2      5    0 394   Male   urban      Yes    1   MaleurbanYes
## 1893 316   3    3      5    0 394   Male   urban      Yes    1   MaleurbanYes
## 1894 316   4    4      5    0 394   Male   urban      Yes    1   MaleurbanYes
## 1895 316   5    5      5    0 394   Male   urban      Yes    1   MaleurbanYes
## 1896 316   6    6      5    1 394   Male   urban      Yes    1   MaleurbanYes
## 1897 317   1    1      5    0 395   Male   urban      Yes    1   MaleurbanYes
## 1898 317   2    2      5    0 395   Male   urban      Yes    1   MaleurbanYes
## 1899 317   3    3      5    0 395   Male   urban      Yes    1   MaleurbanYes
## 1900 317   4    4      5    0 395   Male   urban      Yes    1   MaleurbanYes
## 1901 317   5    5      5    0 395   Male   urban      Yes    1   MaleurbanYes
## 1902 317   6    6      5    1 395   Male   urban      Yes    1   MaleurbanYes
## 1903 318   1    1      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1904 318   2    2      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1905 318   3    3      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1906 318   4    4      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1907 318   5    5      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1908 318   6    6      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1909 319   1    1      5    0 397 Female   urban       No    1  FemaleurbanNo
## 1910 319   2    2      5    0 397 Female   urban       No    1  FemaleurbanNo
## 1911 319   3    3      5    0 397 Female   urban       No    1  FemaleurbanNo
## 1912 319   4    4      5    0 397 Female   urban       No    1  FemaleurbanNo
## 1913 319   5    5      5    0 397 Female   urban       No    1  FemaleurbanNo
## 1914 319   6    6      5    1 397 Female   urban       No    1  FemaleurbanNo
## 1915 320   1    1      5    0 398 Female   urban       No    1  FemaleurbanNo
## 1916 320   2    2      5    0 398 Female   urban       No    1  FemaleurbanNo
## 1917 320   3    3      5    0 398 Female   urban       No    1  FemaleurbanNo
## 1918 320   4    4      5    0 398 Female   urban       No    1  FemaleurbanNo
## 1919 320   5    5      5    0 398 Female   urban       No    1  FemaleurbanNo
## 1920 320   6    6      5    1 398 Female   urban       No    1  FemaleurbanNo
## 1921 321   1    1      5    0 399 Female   urban       No    1  FemaleurbanNo
## 1922 321   2    2      5    0 399 Female   urban       No    1  FemaleurbanNo
## 1923 321   3    3      5    0 399 Female   urban       No    1  FemaleurbanNo
## 1924 321   4    4      5    0 399 Female   urban       No    1  FemaleurbanNo
## 1925 321   5    5      5    0 399 Female   urban       No    1  FemaleurbanNo
## 1926 321   6    6      5    1 399 Female   urban       No    1  FemaleurbanNo
## 1927 322   1    1      5    0 400 Female   urban      Yes    1 FemaleurbanYes
## 1928 322   2    2      5    0 400 Female   urban      Yes    1 FemaleurbanYes
## 1929 322   3    3      5    0 400 Female   urban      Yes    1 FemaleurbanYes
## 1930 322   4    4      5    0 400 Female   urban      Yes    1 FemaleurbanYes
## 1931 322   5    5      5    0 400 Female   urban      Yes    1 FemaleurbanYes
## 1932 322   6    6      5    1 400 Female   urban      Yes    1 FemaleurbanYes
## 1933 323   1    1      5    0 401 Female   urban      Yes    1 FemaleurbanYes
## 1934 323   2    2      5    0 401 Female   urban      Yes    1 FemaleurbanYes
## 1935 323   3    3      5    0 401 Female   urban      Yes    1 FemaleurbanYes
## 1936 323   4    4      5    0 401 Female   urban      Yes    1 FemaleurbanYes
## 1937 323   5    5      5    0 401 Female   urban      Yes    1 FemaleurbanYes
## 1938 323   6    6      5    1 401 Female   urban      Yes    1 FemaleurbanYes
## 1939 324   1    1      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1940 324   2    2      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1941 324   3    3      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1942 324   4    4      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1943 324   5    5      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1944 324   6    6      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1945 325   1    1      5    0 403   Male   urban       No    1    MaleurbanNo
## 1946 325   2    2      5    0 403   Male   urban       No    1    MaleurbanNo
## 1947 325   3    3      5    0 403   Male   urban       No    1    MaleurbanNo
## 1948 325   4    4      5    0 403   Male   urban       No    1    MaleurbanNo
## 1949 325   5    5      5    0 403   Male   urban       No    1    MaleurbanNo
## 1950 325   6    6      5    1 403   Male   urban       No    1    MaleurbanNo
## 1951 326   1    1      5    0 404   Male   urban      Yes    1   MaleurbanYes
## 1952 326   2    2      5    0 404   Male   urban      Yes    1   MaleurbanYes
## 1953 326   3    3      5    0 404   Male   urban      Yes    1   MaleurbanYes
## 1954 326   4    4      5    0 404   Male   urban      Yes    1   MaleurbanYes
## 1955 326   5    5      5    0 404   Male   urban      Yes    1   MaleurbanYes
## 1956 326   6    6      5    1 404   Male   urban      Yes    1   MaleurbanYes
## 1957 327   1    1      5    0 405 Female   urban      Yes    1 FemaleurbanYes
## 1958 327   2    2      5    0 405 Female   urban      Yes    1 FemaleurbanYes
## 1959 327   3    3      5    0 405 Female   urban      Yes    1 FemaleurbanYes
## 1960 327   4    4      5    0 405 Female   urban      Yes    1 FemaleurbanYes
## 1961 327   5    5      5    0 405 Female   urban      Yes    1 FemaleurbanYes
## 1962 327   6    6      5    1 405 Female   urban      Yes    1 FemaleurbanYes
## 1963 328   1    1      5    0 406 Female   urban       No    1  FemaleurbanNo
## 1964 328   2    2      5    0 406 Female   urban       No    1  FemaleurbanNo
## 1965 328   3    3      5    0 406 Female   urban       No    1  FemaleurbanNo
## 1966 328   4    4      5    0 406 Female   urban       No    1  FemaleurbanNo
## 1967 328   5    5      5    0 406 Female   urban       No    1  FemaleurbanNo
## 1968 328   6    6      5    1 406 Female   urban       No    1  FemaleurbanNo
## 1969 329   1    1      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1970 329   2    2      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1971 329   3    3      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1972 329   4    4      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1973 329   5    5      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1974 329   6    6      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1975 330   1    1      5    0 408 Female   urban      Yes    1 FemaleurbanYes
## 1976 330   2    2      5    0 408 Female   urban      Yes    1 FemaleurbanYes
## 1977 330   3    3      5    0 408 Female   urban      Yes    1 FemaleurbanYes
## 1978 330   4    4      5    0 408 Female   urban      Yes    1 FemaleurbanYes
## 1979 330   5    5      5    0 408 Female   urban      Yes    1 FemaleurbanYes
## 1980 330   6    6      5    1 408 Female   urban      Yes    1 FemaleurbanYes
## 1981 331   1    1      5    0 409 Female   urban       No    1  FemaleurbanNo
## 1982 331   2    2      5    0 409 Female   urban       No    1  FemaleurbanNo
## 1983 331   3    3      5    0 409 Female   urban       No    1  FemaleurbanNo
## 1984 331   4    4      5    0 409 Female   urban       No    1  FemaleurbanNo
## 1985 331   5    5      5    0 409 Female   urban       No    1  FemaleurbanNo
## 1986 331   6    6      5    1 409 Female   urban       No    1  FemaleurbanNo
## 1987 332   1    1      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1988 332   2    2      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1989 332   3    3      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1990 332   4    4      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1991 332   5    5      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1992 332   6    6      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1993 333   1    1      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1994 333   2    2      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1995 333   3    3      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1996 333   4    4      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1997 333   5    5      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1998 333   6    6      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1999 334   1    1      5    0 412   Male   urban      Yes    1   MaleurbanYes
## 2000 334   2    2      5    0 412   Male   urban      Yes    1   MaleurbanYes
## 2001 334   3    3      5    0 412   Male   urban      Yes    1   MaleurbanYes
## 2002 334   4    4      5    0 412   Male   urban      Yes    1   MaleurbanYes
## 2003 334   5    5      5    0 412   Male   urban      Yes    1   MaleurbanYes
## 2004 334   6    6      5    1 412   Male   urban      Yes    1   MaleurbanYes
## 2005 335   1    1      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2006 335   2    2      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2007 335   3    3      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2008 335   4    4      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2009 335   5    5      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2010 335   6    6      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2011 336   1    1      5    0 414   Male   urban       No    1    MaleurbanNo
## 2012 336   2    2      5    0 414   Male   urban       No    1    MaleurbanNo
## 2013 336   3    3      5    0 414   Male   urban       No    1    MaleurbanNo
## 2014 336   4    4      5    0 414   Male   urban       No    1    MaleurbanNo
## 2015 336   5    5      5    0 414   Male   urban       No    1    MaleurbanNo
## 2016 336   6    6      5    1 414   Male   urban       No    1    MaleurbanNo
## 2017 337   1    1      5    0 415   Male   urban       No    1    MaleurbanNo
## 2018 337   2    2      5    0 415   Male   urban       No    1    MaleurbanNo
## 2019 337   3    3      5    0 415   Male   urban       No    1    MaleurbanNo
## 2020 337   4    4      5    0 415   Male   urban       No    1    MaleurbanNo
## 2021 337   5    5      5    0 415   Male   urban       No    1    MaleurbanNo
## 2022 337   6    6      5    1 415   Male   urban       No    1    MaleurbanNo
## 2023 338   1    1      5    0 416   Male   urban      Yes    1   MaleurbanYes
## 2024 338   2    2      5    0 416   Male   urban      Yes    1   MaleurbanYes
## 2025 338   3    3      5    0 416   Male   urban      Yes    1   MaleurbanYes
## 2026 338   4    4      5    0 416   Male   urban      Yes    1   MaleurbanYes
## 2027 338   5    5      5    0 416   Male   urban      Yes    1   MaleurbanYes
## 2028 338   6    6      5    1 416   Male   urban      Yes    1   MaleurbanYes
## 2029 339   1    1      5    0 417   Male   urban       No    1    MaleurbanNo
## 2030 339   2    2      5    0 417   Male   urban       No    1    MaleurbanNo
## 2031 339   3    3      5    0 417   Male   urban       No    1    MaleurbanNo
## 2032 339   4    4      5    0 417   Male   urban       No    1    MaleurbanNo
## 2033 339   5    5      5    0 417   Male   urban       No    1    MaleurbanNo
## 2034 339   6    6      5    1 417   Male   urban       No    1    MaleurbanNo
## 2035 340   1    1      5    0 418   Male   urban      Yes    1   MaleurbanYes
## 2036 340   2    2      5    0 418   Male   urban      Yes    1   MaleurbanYes
## 2037 340   3    3      5    0 418   Male   urban      Yes    1   MaleurbanYes
## 2038 340   4    4      5    0 418   Male   urban      Yes    1   MaleurbanYes
## 2039 340   5    5      5    0 418   Male   urban      Yes    1   MaleurbanYes
## 2040 340   6    6      5    1 418   Male   urban      Yes    1   MaleurbanYes
## 2041 341   1    1      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2042 341   2    2      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2043 341   3    3      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2044 341   4    4      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2045 341   5    5      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2046 341   6    6      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2047 342   1    1      5    0 420   Male   urban      Yes    1   MaleurbanYes
## 2048 342   2    2      5    0 420   Male   urban      Yes    1   MaleurbanYes
## 2049 342   3    3      5    0 420   Male   urban      Yes    1   MaleurbanYes
## 2050 342   4    4      5    0 420   Male   urban      Yes    1   MaleurbanYes
## 2051 342   5    5      5    0 420   Male   urban      Yes    1   MaleurbanYes
## 2052 342   6    6      5    1 420   Male   urban      Yes    1   MaleurbanYes
## 2053 343   1    1      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2054 343   2    2      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2055 343   3    3      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2056 343   4    4      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2057 343   5    5      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2058 343   6    6      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2059 344   1    1      4    0 422 Female   urban      Yes    1 FemaleurbanYes
## 2060 344   2    2      4    0 422 Female   urban      Yes    1 FemaleurbanYes
## 2061 344   3    3      4    0 422 Female   urban      Yes    1 FemaleurbanYes
## 2062 344   4    4      4    0 422 Female   urban      Yes    1 FemaleurbanYes
## 2063 344   5    5      4    1 422 Female   urban      Yes    1 FemaleurbanYes
## 2064 344   6    6      4    2 422 Female   urban      Yes    1 FemaleurbanYes
## 2065 345   1    1      4    0 423 Female   urban       No    1  FemaleurbanNo
## 2066 345   2    2      4    0 423 Female   urban       No    1  FemaleurbanNo
## 2067 345   3    3      4    0 423 Female   urban       No    1  FemaleurbanNo
## 2068 345   4    4      4    0 423 Female   urban       No    1  FemaleurbanNo
## 2069 345   5    5      4    1 423 Female   urban       No    1  FemaleurbanNo
## 2070 345   6    6      4    2 423 Female   urban       No    1  FemaleurbanNo
## 2071 346   1    1      4    0 424 Female   urban      Yes    1 FemaleurbanYes
## 2072 346   2    2      4    0 424 Female   urban      Yes    1 FemaleurbanYes
## 2073 346   3    3      4    0 424 Female   urban      Yes    1 FemaleurbanYes
## 2074 346   4    4      4    0 424 Female   urban      Yes    1 FemaleurbanYes
## 2075 346   5    5      4    1 424 Female   urban      Yes    1 FemaleurbanYes
## 2076 346   6    6      4    2 424 Female   urban      Yes    1 FemaleurbanYes
## 2077 347   1    1      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2078 347   2    2      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2079 347   3    3      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2080 347   4    4      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2081 347   5    5      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2082 347   6    6      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2083 348   1    1      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2084 348   2    2      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2085 348   3    3      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2086 348   4    4      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2087 348   5    5      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2088 348   6    6      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2089 349   1    1      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2090 349   2    2      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2091 349   3    3      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2092 349   4    4      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2093 349   5    5      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2094 349   6    6      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2095 350   1    1      4    0 428 Female   urban       No    1  FemaleurbanNo
## 2096 350   2    2      4    0 428 Female   urban       No    1  FemaleurbanNo
## 2097 350   3    3      4    0 428 Female   urban       No    1  FemaleurbanNo
## 2098 350   4    4      4    0 428 Female   urban       No    1  FemaleurbanNo
## 2099 350   5    5      4    1 428 Female   urban       No    1  FemaleurbanNo
## 2100 350   6    6      4    2 428 Female   urban       No    1  FemaleurbanNo
## 2101 351   1    1      4    0 429 Female   urban       No    1  FemaleurbanNo
## 2102 351   2    2      4    0 429 Female   urban       No    1  FemaleurbanNo
## 2103 351   3    3      4    0 429 Female   urban       No    1  FemaleurbanNo
## 2104 351   4    4      4    0 429 Female   urban       No    1  FemaleurbanNo
## 2105 351   5    5      4    1 429 Female   urban       No    1  FemaleurbanNo
## 2106 351   6    6      4    2 429 Female   urban       No    1  FemaleurbanNo
## 2107 352   1    1      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2108 352   2    2      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2109 352   3    3      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2110 352   4    4      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2111 352   5    5      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2112 352   6    6      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2113 353   1    1      4    0 431   Male   urban      Yes    1   MaleurbanYes
## 2114 353   2    2      4    0 431   Male   urban      Yes    1   MaleurbanYes
## 2115 353   3    3      4    0 431   Male   urban      Yes    1   MaleurbanYes
## 2116 353   4    4      4    0 431   Male   urban      Yes    1   MaleurbanYes
## 2117 353   5    5      4    1 431   Male   urban      Yes    1   MaleurbanYes
## 2118 353   6    6      4    2 431   Male   urban      Yes    1   MaleurbanYes
## 2119 354   1    1      4    0 432   Male   urban       No    1    MaleurbanNo
## 2120 354   2    2      4    0 432   Male   urban       No    1    MaleurbanNo
## 2121 354   3    3      4    0 432   Male   urban       No    1    MaleurbanNo
## 2122 354   4    4      4    0 432   Male   urban       No    1    MaleurbanNo
## 2123 354   5    5      4    1 432   Male   urban       No    1    MaleurbanNo
## 2124 354   6    6      4    2 432   Male   urban       No    1    MaleurbanNo
## 2125 355   1    1      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2126 355   2    2      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2127 355   3    3      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2128 355   4    4      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2129 355   5    5      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2130 355   6    6      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2131 356   1    1      4    0 434   Male   urban      Yes    1   MaleurbanYes
## 2132 356   2    2      4    0 434   Male   urban      Yes    1   MaleurbanYes
## 2133 356   3    3      4    0 434   Male   urban      Yes    1   MaleurbanYes
## 2134 356   4    4      4    0 434   Male   urban      Yes    1   MaleurbanYes
## 2135 356   5    5      4    1 434   Male   urban      Yes    1   MaleurbanYes
## 2136 356   6    6      4    2 434   Male   urban      Yes    1   MaleurbanYes
## 2137 357   1    1      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2138 357   2    2      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2139 357   3    3      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2140 357   4    4      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2141 357   5    5      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2142 357   6    6      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2143 358   1    1      4    0 436   Male   urban      Yes    1   MaleurbanYes
## 2144 358   2    2      4    0 436   Male   urban      Yes    1   MaleurbanYes
## 2145 358   3    3      4    0 436   Male   urban      Yes    1   MaleurbanYes
## 2146 358   4    4      4    0 436   Male   urban      Yes    1   MaleurbanYes
## 2147 358   5    5      4    1 436   Male   urban      Yes    1   MaleurbanYes
## 2148 358   6    6      4    2 436   Male   urban      Yes    1   MaleurbanYes
## 2149 359   1    1      4    0 437 Female   urban      Yes    1 FemaleurbanYes
## 2150 359   2    2      4    0 437 Female   urban      Yes    1 FemaleurbanYes
## 2151 359   3    3      4    0 437 Female   urban      Yes    1 FemaleurbanYes
## 2152 359   4    4      4    0 437 Female   urban      Yes    1 FemaleurbanYes
## 2153 359   5    5      4    1 437 Female   urban      Yes    1 FemaleurbanYes
## 2154 359   6    6      4    2 437 Female   urban      Yes    1 FemaleurbanYes
## 2155 360   1    1      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2156 360   2    2      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2157 360   3    3      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2158 360   4    4      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2159 360   5    5      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2160 360   6    6      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2161 361   1    1      4    0 439 Female   urban       No    1  FemaleurbanNo
## 2162 361   2    2      4    0 439 Female   urban       No    1  FemaleurbanNo
## 2163 361   3    3      4    0 439 Female   urban       No    1  FemaleurbanNo
## 2164 361   4    4      4    0 439 Female   urban       No    1  FemaleurbanNo
## 2165 361   5    5      4    1 439 Female   urban       No    1  FemaleurbanNo
## 2166 361   6    6      4    2 439 Female   urban       No    1  FemaleurbanNo
## 2167 362   1    1      4    0 440 Female   urban      Yes    1 FemaleurbanYes
## 2168 362   2    2      4    0 440 Female   urban      Yes    1 FemaleurbanYes
## 2169 362   3    3      4    0 440 Female   urban      Yes    1 FemaleurbanYes
## 2170 362   4    4      4    0 440 Female   urban      Yes    1 FemaleurbanYes
## 2171 362   5    5      4    1 440 Female   urban      Yes    1 FemaleurbanYes
## 2172 362   6    6      4    2 440 Female   urban      Yes    1 FemaleurbanYes
## 2173 363   1    1      4    0 441 Female   urban       No    1  FemaleurbanNo
## 2174 363   2    2      4    0 441 Female   urban       No    1  FemaleurbanNo
## 2175 363   3    3      4    0 441 Female   urban       No    1  FemaleurbanNo
## 2176 363   4    4      4    0 441 Female   urban       No    1  FemaleurbanNo
## 2177 363   5    5      4    1 441 Female   urban       No    1  FemaleurbanNo
## 2178 363   6    6      4    2 441 Female   urban       No    1  FemaleurbanNo
## 2179 364   1    1      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2180 364   2    2      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2181 364   3    3      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2182 364   4    4      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2183 364   5    5      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2184 364   6    6      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2185 365   1    1      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2186 365   2    2      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2187 365   3    3      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2188 365   4    4      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2189 365   5    5      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2190 365   6    6      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2191 366   1    1      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2192 366   2    2      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2193 366   3    3      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2194 366   4    4      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2195 366   5    5      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2196 366   6    6      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2197 367   1    1      4    0 445   Male   urban      Yes    1   MaleurbanYes
## 2198 367   2    2      4    0 445   Male   urban      Yes    1   MaleurbanYes
## 2199 367   3    3      4    0 445   Male   urban      Yes    1   MaleurbanYes
## 2200 367   4    4      4    0 445   Male   urban      Yes    1   MaleurbanYes
## 2201 367   5    5      4    1 445   Male   urban      Yes    1   MaleurbanYes
## 2202 367   6    6      4    2 445   Male   urban      Yes    1   MaleurbanYes
## 2203 368   1    1      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2204 368   2    2      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2205 368   3    3      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2206 368   4    4      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2207 368   5    5      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2208 368   6    6      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2209 369   1    1      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2210 369   2    2      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2211 369   3    3      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2212 369   4    4      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2213 369   5    5      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2214 369   6    6      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2215 370   1    1      4    0 448   Male   urban       No    1    MaleurbanNo
## 2216 370   2    2      4    0 448   Male   urban       No    1    MaleurbanNo
## 2217 370   3    3      4    0 448   Male   urban       No    1    MaleurbanNo
## 2218 370   4    4      4    0 448   Male   urban       No    1    MaleurbanNo
## 2219 370   5    5      4    1 448   Male   urban       No    1    MaleurbanNo
## 2220 370   6    6      4    2 448   Male   urban       No    1    MaleurbanNo
## 2221 371   1    1      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2222 371   2    2      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2223 371   3    3      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2224 371   4    4      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2225 371   5    5      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2226 371   6    6      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2227 372   1    1      4    0 450   Male   urban      Yes    1   MaleurbanYes
## 2228 372   2    2      4    0 450   Male   urban      Yes    1   MaleurbanYes
## 2229 372   3    3      4    0 450   Male   urban      Yes    1   MaleurbanYes
## 2230 372   4    4      4    0 450   Male   urban      Yes    1   MaleurbanYes
## 2231 372   5    5      4    1 450   Male   urban      Yes    1   MaleurbanYes
## 2232 372   6    6      4    2 450   Male   urban      Yes    1   MaleurbanYes
## 2233 373   1    1      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2234 373   2    2      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2235 373   3    3      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2236 373   4    4      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2237 373   5    5      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2238 373   6    6      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2239 374   1    1      4    0 452 Female   urban      Yes    1 FemaleurbanYes
## 2240 374   2    2      4    0 452 Female   urban      Yes    1 FemaleurbanYes
## 2241 374   3    3      4    0 452 Female   urban      Yes    1 FemaleurbanYes
## 2242 374   4    4      4    0 452 Female   urban      Yes    1 FemaleurbanYes
## 2243 374   5    5      4    1 452 Female   urban      Yes    1 FemaleurbanYes
## 2244 374   6    6      4    2 452 Female   urban      Yes    1 FemaleurbanYes
## 2245 375   1    1      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2246 375   2    2      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2247 375   3    3      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2248 375   4    4      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2249 375   5    5      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2250 375   6    6      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2251 376   1    1      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2252 376   2    2      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2253 376   3    3      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2254 376   4    4      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2255 376   5    5      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2256 376   6    6      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2257 377   1    1      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2258 377   2    2      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2259 377   3    3      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2260 377   4    4      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2261 377   5    5      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2262 377   6    6      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2263 378   1    1      4    0 456   Male   urban       No    1    MaleurbanNo
## 2264 378   2    2      4    0 456   Male   urban       No    1    MaleurbanNo
## 2265 378   3    3      4    0 456   Male   urban       No    1    MaleurbanNo
## 2266 378   4    4      4    0 456   Male   urban       No    1    MaleurbanNo
## 2267 378   5    5      4    1 456   Male   urban       No    1    MaleurbanNo
## 2268 378   6    6      4    2 456   Male   urban       No    1    MaleurbanNo
## 2269 379   1    1      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2270 379   2    2      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2271 379   3    3      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2272 379   4    4      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2273 379   5    5      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2274 379   6    6      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2275 380   1    1      4    0 458 Female   urban      Yes    1 FemaleurbanYes
## 2276 380   2    2      4    0 458 Female   urban      Yes    1 FemaleurbanYes
## 2277 380   3    3      4    0 458 Female   urban      Yes    1 FemaleurbanYes
## 2278 380   4    4      4    0 458 Female   urban      Yes    1 FemaleurbanYes
## 2279 380   5    5      4    1 458 Female   urban      Yes    1 FemaleurbanYes
## 2280 380   6    6      4    2 458 Female   urban      Yes    1 FemaleurbanYes
## 2281 381   1    1      4    0 459 Female   urban      Yes    1 FemaleurbanYes
## 2282 381   2    2      4    0 459 Female   urban      Yes    1 FemaleurbanYes
## 2283 381   3    3      4    0 459 Female   urban      Yes    1 FemaleurbanYes
## 2284 381   4    4      4    0 459 Female   urban      Yes    1 FemaleurbanYes
## 2285 381   5    5      4    1 459 Female   urban      Yes    1 FemaleurbanYes
## 2286 381   6    6      4    2 459 Female   urban      Yes    1 FemaleurbanYes
## 2287 382   1    1      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2288 382   2    2      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2289 382   3    3      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2290 382   4    4      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2291 382   5    5      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2292 382   6    6      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2293 383   1    1      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2294 383   2    2      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2295 383   3    3      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2296 383   4    4      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2297 383   5    5      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2298 383   6    6      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2299 384   1    1      4    0 462   Male   urban      Yes    1   MaleurbanYes
## 2300 384   2    2      4    0 462   Male   urban      Yes    1   MaleurbanYes
## 2301 384   3    3      4    0 462   Male   urban      Yes    1   MaleurbanYes
## 2302 384   4    4      4    0 462   Male   urban      Yes    1   MaleurbanYes
## 2303 384   5    5      4    1 462   Male   urban      Yes    1   MaleurbanYes
## 2304 384   6    6      4    2 462   Male   urban      Yes    1   MaleurbanYes
## 2305 385   1    1      4    0 463   Male   urban       No    1    MaleurbanNo
## 2306 385   2    2      4    0 463   Male   urban       No    1    MaleurbanNo
## 2307 385   3    3      4    0 463   Male   urban       No    1    MaleurbanNo
## 2308 385   4    4      4    0 463   Male   urban       No    1    MaleurbanNo
## 2309 385   5    5      4    1 463   Male   urban       No    1    MaleurbanNo
## 2310 385   6    6      4    2 463   Male   urban       No    1    MaleurbanNo
## 2311 386   1    1      4    0 464   Male   urban       No    1    MaleurbanNo
## 2312 386   2    2      4    0 464   Male   urban       No    1    MaleurbanNo
## 2313 386   3    3      4    0 464   Male   urban       No    1    MaleurbanNo
## 2314 386   4    4      4    0 464   Male   urban       No    1    MaleurbanNo
## 2315 386   5    5      4    1 464   Male   urban       No    1    MaleurbanNo
## 2316 386   6    6      4    2 464   Male   urban       No    1    MaleurbanNo
## 2317 387   1    1      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2318 387   2    2      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2319 387   3    3      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2320 387   4    4      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2321 387   5    5      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2322 387   6    6      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2323 388   1    1      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2324 388   2    2      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2325 388   3    3      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2326 388   4    4      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2327 388   5    5      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2328 388   6    6      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2329 389   1    1      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2330 389   2    2      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2331 389   3    3      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2332 389   4    4      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2333 389   5    5      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2334 389   6    6      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2335 390   1    1      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2336 390   2    2      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2337 390   3    3      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2338 390   4    4      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2339 390   5    5      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2340 390   6    6      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2341 391   1    1      3    0 469 Female   urban       No    1  FemaleurbanNo
## 2342 391   2    2      3    0 469 Female   urban       No    1  FemaleurbanNo
## 2343 391   3    3      3    0 469 Female   urban       No    1  FemaleurbanNo
## 2344 391   4    4      3    1 469 Female   urban       No    1  FemaleurbanNo
## 2345 391   5    5      3    2 469 Female   urban       No    1  FemaleurbanNo
## 2346 391   6    6      3    3 469 Female   urban       No    1  FemaleurbanNo
## 2347 392   1    1      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2348 392   2    2      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2349 392   3    3      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2350 392   4    4      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2351 392   5    5      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2352 392   6    6      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2353 393   1    1      3    0 471 Female   urban       No    1  FemaleurbanNo
## 2354 393   2    2      3    0 471 Female   urban       No    1  FemaleurbanNo
## 2355 393   3    3      3    0 471 Female   urban       No    1  FemaleurbanNo
## 2356 393   4    4      3    1 471 Female   urban       No    1  FemaleurbanNo
## 2357 393   5    5      3    2 471 Female   urban       No    1  FemaleurbanNo
## 2358 393   6    6      3    3 471 Female   urban       No    1  FemaleurbanNo
## 2359 394   1    1      3    0 472 Female   urban      Yes    1 FemaleurbanYes
## 2360 394   2    2      3    0 472 Female   urban      Yes    1 FemaleurbanYes
## 2361 394   3    3      3    0 472 Female   urban      Yes    1 FemaleurbanYes
## 2362 394   4    4      3    1 472 Female   urban      Yes    1 FemaleurbanYes
## 2363 394   5    5      3    2 472 Female   urban      Yes    1 FemaleurbanYes
## 2364 394   6    6      3    3 472 Female   urban      Yes    1 FemaleurbanYes
## 2365 395   1    1      3    0 473 Female   urban       No    1  FemaleurbanNo
## 2366 395   2    2      3    0 473 Female   urban       No    1  FemaleurbanNo
## 2367 395   3    3      3    0 473 Female   urban       No    1  FemaleurbanNo
## 2368 395   4    4      3    1 473 Female   urban       No    1  FemaleurbanNo
## 2369 395   5    5      3    2 473 Female   urban       No    1  FemaleurbanNo
## 2370 395   6    6      3    3 473 Female   urban       No    1  FemaleurbanNo
## 2371 396   1    1      3    0 474 Female   urban      Yes    1 FemaleurbanYes
## 2372 396   2    2      3    0 474 Female   urban      Yes    1 FemaleurbanYes
## 2373 396   3    3      3    0 474 Female   urban      Yes    1 FemaleurbanYes
## 2374 396   4    4      3    1 474 Female   urban      Yes    1 FemaleurbanYes
## 2375 396   5    5      3    2 474 Female   urban      Yes    1 FemaleurbanYes
## 2376 396   6    6      3    3 474 Female   urban      Yes    1 FemaleurbanYes
## 2377 397   1    1      3    0 475 Female   urban       No    1  FemaleurbanNo
## 2378 397   2    2      3    0 475 Female   urban       No    1  FemaleurbanNo
## 2379 397   3    3      3    0 475 Female   urban       No    1  FemaleurbanNo
## 2380 397   4    4      3    1 475 Female   urban       No    1  FemaleurbanNo
## 2381 397   5    5      3    2 475 Female   urban       No    1  FemaleurbanNo
## 2382 397   6    6      3    3 475 Female   urban       No    1  FemaleurbanNo
## 2383 398   1    1      3    0 476 Female   urban       No    1  FemaleurbanNo
## 2384 398   2    2      3    0 476 Female   urban       No    1  FemaleurbanNo
## 2385 398   3    3      3    0 476 Female   urban       No    1  FemaleurbanNo
## 2386 398   4    4      3    1 476 Female   urban       No    1  FemaleurbanNo
## 2387 398   5    5      3    2 476 Female   urban       No    1  FemaleurbanNo
## 2388 398   6    6      3    3 476 Female   urban       No    1  FemaleurbanNo
## 2389 399   1    1      3    0 477 Female   urban      Yes    1 FemaleurbanYes
## 2390 399   2    2      3    0 477 Female   urban      Yes    1 FemaleurbanYes
## 2391 399   3    3      3    0 477 Female   urban      Yes    1 FemaleurbanYes
## 2392 399   4    4      3    1 477 Female   urban      Yes    1 FemaleurbanYes
## 2393 399   5    5      3    2 477 Female   urban      Yes    1 FemaleurbanYes
## 2394 399   6    6      3    3 477 Female   urban      Yes    1 FemaleurbanYes
## 2395 400   1    1      3    0 478 Female   urban       No    1  FemaleurbanNo
## 2396 400   2    2      3    0 478 Female   urban       No    1  FemaleurbanNo
## 2397 400   3    3      3    0 478 Female   urban       No    1  FemaleurbanNo
## 2398 400   4    4      3    1 478 Female   urban       No    1  FemaleurbanNo
## 2399 400   5    5      3    2 478 Female   urban       No    1  FemaleurbanNo
## 2400 400   6    6      3    3 478 Female   urban       No    1  FemaleurbanNo
## 2401 401   1    1      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2402 401   2    2      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2403 401   3    3      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2404 401   4    4      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2405 401   5    5      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2406 401   6    6      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2407 402   1    1      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2408 402   2    2      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2409 402   3    3      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2410 402   4    4      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2411 402   5    5      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2412 402   6    6      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2413 403   1    1      3    0 481 Female   urban       No    1  FemaleurbanNo
## 2414 403   2    2      3    0 481 Female   urban       No    1  FemaleurbanNo
## 2415 403   3    3      3    0 481 Female   urban       No    1  FemaleurbanNo
## 2416 403   4    4      3    1 481 Female   urban       No    1  FemaleurbanNo
## 2417 403   5    5      3    2 481 Female   urban       No    1  FemaleurbanNo
## 2418 403   6    6      3    3 481 Female   urban       No    1  FemaleurbanNo
## 2419 404   1    1      3    0 482 Female   urban       No    1  FemaleurbanNo
## 2420 404   2    2      3    0 482 Female   urban       No    1  FemaleurbanNo
## 2421 404   3    3      3    0 482 Female   urban       No    1  FemaleurbanNo
## 2422 404   4    4      3    1 482 Female   urban       No    1  FemaleurbanNo
## 2423 404   5    5      3    2 482 Female   urban       No    1  FemaleurbanNo
## 2424 404   6    6      3    3 482 Female   urban       No    1  FemaleurbanNo
## 2425 405   1    1      3    0 483 Female   urban      Yes    1 FemaleurbanYes
## 2426 405   2    2      3    0 483 Female   urban      Yes    1 FemaleurbanYes
## 2427 405   3    3      3    0 483 Female   urban      Yes    1 FemaleurbanYes
## 2428 405   4    4      3    1 483 Female   urban      Yes    1 FemaleurbanYes
## 2429 405   5    5      3    2 483 Female   urban      Yes    1 FemaleurbanYes
## 2430 405   6    6      3    3 483 Female   urban      Yes    1 FemaleurbanYes
## 2431 406   1    1      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2432 406   2    2      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2433 406   3    3      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2434 406   4    4      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2435 406   5    5      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2436 406   6    6      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2437 407   1    1      3    0 485   Male   urban       No    1    MaleurbanNo
## 2438 407   2    2      3    0 485   Male   urban       No    1    MaleurbanNo
## 2439 407   3    3      3    0 485   Male   urban       No    1    MaleurbanNo
## 2440 407   4    4      3    1 485   Male   urban       No    1    MaleurbanNo
## 2441 407   5    5      3    2 485   Male   urban       No    1    MaleurbanNo
## 2442 407   6    6      3    3 485   Male   urban       No    1    MaleurbanNo
## 2443 408   1    1      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2444 408   2    2      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2445 408   3    3      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2446 408   4    4      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2447 408   5    5      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2448 408   6    6      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2449 409   1    1      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2450 409   2    2      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2451 409   3    3      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2452 409   4    4      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2453 409   5    5      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2454 409   6    6      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2455 410   1    1      3    0 488   Male   urban      Yes    1   MaleurbanYes
## 2456 410   2    2      3    0 488   Male   urban      Yes    1   MaleurbanYes
## 2457 410   3    3      3    0 488   Male   urban      Yes    1   MaleurbanYes
## 2458 410   4    4      3    1 488   Male   urban      Yes    1   MaleurbanYes
## 2459 410   5    5      3    2 488   Male   urban      Yes    1   MaleurbanYes
## 2460 410   6    6      3    3 488   Male   urban      Yes    1   MaleurbanYes
## 2461 411   1    1      3    0 489   Male   urban       No    1    MaleurbanNo
## 2462 411   2    2      3    0 489   Male   urban       No    1    MaleurbanNo
## 2463 411   3    3      3    0 489   Male   urban       No    1    MaleurbanNo
## 2464 411   4    4      3    1 489   Male   urban       No    1    MaleurbanNo
## 2465 411   5    5      3    2 489   Male   urban       No    1    MaleurbanNo
## 2466 411   6    6      3    3 489   Male   urban       No    1    MaleurbanNo
## 2467 412   1    1      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2468 412   2    2      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2469 412   3    3      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2470 412   4    4      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2471 412   5    5      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2472 412   6    6      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2473 413   1    1      3    0 491   Male   urban      Yes    1   MaleurbanYes
## 2474 413   2    2      3    0 491   Male   urban      Yes    1   MaleurbanYes
## 2475 413   3    3      3    0 491   Male   urban      Yes    1   MaleurbanYes
## 2476 413   4    4      3    1 491   Male   urban      Yes    1   MaleurbanYes
## 2477 413   5    5      3    2 491   Male   urban      Yes    1   MaleurbanYes
## 2478 413   6    6      3    3 491   Male   urban      Yes    1   MaleurbanYes
## 2479 414   1    1      3    0 492   Male   urban       No    1    MaleurbanNo
## 2480 414   2    2      3    0 492   Male   urban       No    1    MaleurbanNo
## 2481 414   3    3      3    0 492   Male   urban       No    1    MaleurbanNo
## 2482 414   4    4      3    1 492   Male   urban       No    1    MaleurbanNo
## 2483 414   5    5      3    2 492   Male   urban       No    1    MaleurbanNo
## 2484 414   6    6      3    3 492   Male   urban       No    1    MaleurbanNo
## 2485 415   1    1      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2486 415   2    2      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2487 415   3    3      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2488 415   4    4      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2489 415   5    5      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2490 415   6    6      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2491 416   1    1      3    0 494   Male   urban      Yes    1   MaleurbanYes
## 2492 416   2    2      3    0 494   Male   urban      Yes    1   MaleurbanYes
## 2493 416   3    3      3    0 494   Male   urban      Yes    1   MaleurbanYes
## 2494 416   4    4      3    1 494   Male   urban      Yes    1   MaleurbanYes
## 2495 416   5    5      3    2 494   Male   urban      Yes    1   MaleurbanYes
## 2496 416   6    6      3    3 494   Male   urban      Yes    1   MaleurbanYes
## 2497 417   1    1      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2498 417   2    2      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2499 417   3    3      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2500 417   4    4      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2501 417   5    5      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2502 417   6    6      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2503 418   1    1      3    0 496 Female   urban      Yes    1 FemaleurbanYes
## 2504 418   2    2      3    0 496 Female   urban      Yes    1 FemaleurbanYes
## 2505 418   3    3      3    0 496 Female   urban      Yes    1 FemaleurbanYes
## 2506 418   4    4      3    1 496 Female   urban      Yes    1 FemaleurbanYes
## 2507 418   5    5      3    2 496 Female   urban      Yes    1 FemaleurbanYes
## 2508 418   6    6      3    3 496 Female   urban      Yes    1 FemaleurbanYes
## 2509 419   1    1      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2510 419   2    2      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2511 419   3    3      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2512 419   4    4      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2513 419   5    5      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2514 419   6    6      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2515 420   1    1      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2516 420   2    2      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2517 420   3    3      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2518 420   4    4      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2519 420   5    5      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2520 420   6    6      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2521 421   1    1      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2522 421   2    2      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2523 421   3    3      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2524 421   4    4      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2525 421   5    5      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2526 421   6    6      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2527 422   1    1      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2528 422   2    2      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2529 422   3    3      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2530 422   4    4      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2531 422   5    5      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2532 422   6    6      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2533 423   1    1      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2534 423   2    2      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2535 423   3    3      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2536 423   4    4      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2537 423   5    5      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2538 423   6    6      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2539 424   1    1      3    0 502   Male   urban      Yes    1   MaleurbanYes
## 2540 424   2    2      3    0 502   Male   urban      Yes    1   MaleurbanYes
## 2541 424   3    3      3    0 502   Male   urban      Yes    1   MaleurbanYes
## 2542 424   4    4      3    1 502   Male   urban      Yes    1   MaleurbanYes
## 2543 424   5    5      3    2 502   Male   urban      Yes    1   MaleurbanYes
## 2544 424   6    6      3    3 502   Male   urban      Yes    1   MaleurbanYes
## 2545 425   1    1      3    0 503   Male   urban      Yes    1   MaleurbanYes
## 2546 425   2    2      3    0 503   Male   urban      Yes    1   MaleurbanYes
## 2547 425   3    3      3    0 503   Male   urban      Yes    1   MaleurbanYes
## 2548 425   4    4      3    1 503   Male   urban      Yes    1   MaleurbanYes
## 2549 425   5    5      3    2 503   Male   urban      Yes    1   MaleurbanYes
## 2550 425   6    6      3    3 503   Male   urban      Yes    1   MaleurbanYes
## 2551 426   1    1      3    0 504   Male   urban      Yes    1   MaleurbanYes
## 2552 426   2    2      3    0 504   Male   urban      Yes    1   MaleurbanYes
## 2553 426   3    3      3    0 504   Male   urban      Yes    1   MaleurbanYes
## 2554 426   4    4      3    1 504   Male   urban      Yes    1   MaleurbanYes
## 2555 426   5    5      3    2 504   Male   urban      Yes    1   MaleurbanYes
## 2556 426   6    6      3    3 504   Male   urban      Yes    1   MaleurbanYes
## 2557 427   1    1      3    0 505   Male   urban      Yes    1   MaleurbanYes
## 2558 427   2    2      3    0 505   Male   urban      Yes    1   MaleurbanYes
## 2559 427   3    3      3    0 505   Male   urban      Yes    1   MaleurbanYes
## 2560 427   4    4      3    1 505   Male   urban      Yes    1   MaleurbanYes
## 2561 427   5    5      3    2 505   Male   urban      Yes    1   MaleurbanYes
## 2562 427   6    6      3    3 505   Male   urban      Yes    1   MaleurbanYes
## 2563 428   1    1      3    0 506   Male   urban      Yes    1   MaleurbanYes
## 2564 428   2    2      3    0 506   Male   urban      Yes    1   MaleurbanYes
## 2565 428   3    3      3    0 506   Male   urban      Yes    1   MaleurbanYes
## 2566 428   4    4      3    1 506   Male   urban      Yes    1   MaleurbanYes
## 2567 428   5    5      3    2 506   Male   urban      Yes    1   MaleurbanYes
## 2568 428   6    6      3    3 506   Male   urban      Yes    1   MaleurbanYes
## 2569 429   1    1      3    0 507   Male   urban       No    1    MaleurbanNo
## 2570 429   2    2      3    0 507   Male   urban       No    1    MaleurbanNo
## 2571 429   3    3      3    0 507   Male   urban       No    1    MaleurbanNo
## 2572 429   4    4      3    1 507   Male   urban       No    1    MaleurbanNo
## 2573 429   5    5      3    2 507   Male   urban       No    1    MaleurbanNo
## 2574 429   6    6      3    3 507   Male   urban       No    1    MaleurbanNo
## 2575 430   1    1      3    0 508 Female   urban      Yes    1 FemaleurbanYes
## 2576 430   2    2      3    0 508 Female   urban      Yes    1 FemaleurbanYes
## 2577 430   3    3      3    0 508 Female   urban      Yes    1 FemaleurbanYes
## 2578 430   4    4      3    1 508 Female   urban      Yes    1 FemaleurbanYes
## 2579 430   5    5      3    2 508 Female   urban      Yes    1 FemaleurbanYes
## 2580 430   6    6      3    3 508 Female   urban      Yes    1 FemaleurbanYes
## 2581 431   1    1      3    0 509 Female   urban       No    1  FemaleurbanNo
## 2582 431   2    2      3    0 509 Female   urban       No    1  FemaleurbanNo
## 2583 431   3    3      3    0 509 Female   urban       No    1  FemaleurbanNo
## 2584 431   4    4      3    1 509 Female   urban       No    1  FemaleurbanNo
## 2585 431   5    5      3    2 509 Female   urban       No    1  FemaleurbanNo
## 2586 431   6    6      3    3 509 Female   urban       No    1  FemaleurbanNo
## 2587 432   1    1      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2588 432   2    2      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2589 432   3    3      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2590 432   4    4      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2591 432   5    5      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2592 432   6    6      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2593 433   1    1      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2594 433   2    2      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2595 433   3    3      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2596 433   4    4      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2597 433   5    5      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2598 433   6    6      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2599 434   1    1      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2600 434   2    2      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2601 434   3    3      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2602 434   4    4      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2603 434   5    5      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2604 434   6    6      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2605 435   1    1      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2606 435   2    2      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2607 435   3    3      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2608 435   4    4      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2609 435   5    5      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2610 435   6    6      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2611 436   1    1      3    0 514 Female   urban       No    1  FemaleurbanNo
## 2612 436   2    2      3    0 514 Female   urban       No    1  FemaleurbanNo
## 2613 436   3    3      3    0 514 Female   urban       No    1  FemaleurbanNo
## 2614 436   4    4      3    1 514 Female   urban       No    1  FemaleurbanNo
## 2615 436   5    5      3    2 514 Female   urban       No    1  FemaleurbanNo
## 2616 436   6    6      3    3 514 Female   urban       No    1  FemaleurbanNo
## 2617 437   1    1      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2618 437   2    2      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2619 437   3    3      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2620 437   4    4      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2621 437   5    5      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2622 437   6    6      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2623 438   1    1      3    0 516 Female   urban       No    1  FemaleurbanNo
## 2624 438   2    2      3    0 516 Female   urban       No    1  FemaleurbanNo
## 2625 438   3    3      3    0 516 Female   urban       No    1  FemaleurbanNo
## 2626 438   4    4      3    1 516 Female   urban       No    1  FemaleurbanNo
## 2627 438   5    5      3    2 516 Female   urban       No    1  FemaleurbanNo
## 2628 438   6    6      3    3 516 Female   urban       No    1  FemaleurbanNo
## 2629 439   1    1      3    0 517 Female   urban       No    1  FemaleurbanNo
## 2630 439   2    2      3    0 517 Female   urban       No    1  FemaleurbanNo
## 2631 439   3    3      3    0 517 Female   urban       No    1  FemaleurbanNo
## 2632 439   4    4      3    1 517 Female   urban       No    1  FemaleurbanNo
## 2633 439   5    5      3    2 517 Female   urban       No    1  FemaleurbanNo
## 2634 439   6    6      3    3 517 Female   urban       No    1  FemaleurbanNo
## 2635 440   1    1      2    0 518 Female   urban       No    1  FemaleurbanNo
## 2636 440   2    2      2    0 518 Female   urban       No    1  FemaleurbanNo
## 2637 440   3    3      2    1 518 Female   urban       No    1  FemaleurbanNo
## 2638 440   4    4      2    2 518 Female   urban       No    1  FemaleurbanNo
## 2639 440   5    5      2    3 518 Female   urban       No    1  FemaleurbanNo
## 2640 440   6    6      2    4 518 Female   urban       No    1  FemaleurbanNo
## 2641 441   1    1      2    0 519 Female   urban       No    1  FemaleurbanNo
## 2642 441   2    2      2    0 519 Female   urban       No    1  FemaleurbanNo
## 2643 441   3    3      2    1 519 Female   urban       No    1  FemaleurbanNo
## 2644 441   4    4      2    2 519 Female   urban       No    1  FemaleurbanNo
## 2645 441   5    5      2    3 519 Female   urban       No    1  FemaleurbanNo
## 2646 441   6    6      2    4 519 Female   urban       No    1  FemaleurbanNo
## 2647 442   1    1      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2648 442   2    2      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2649 442   3    3      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2650 442   4    4      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2651 442   5    5      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2652 442   6    6      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2653 443   1    1      2    0 521 Female   urban      Yes    1 FemaleurbanYes
## 2654 443   2    2      2    0 521 Female   urban      Yes    1 FemaleurbanYes
## 2655 443   3    3      2    1 521 Female   urban      Yes    1 FemaleurbanYes
## 2656 443   4    4      2    2 521 Female   urban      Yes    1 FemaleurbanYes
## 2657 443   5    5      2    3 521 Female   urban      Yes    1 FemaleurbanYes
## 2658 443   6    6      2    4 521 Female   urban      Yes    1 FemaleurbanYes
## 2659 444   1    1      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2660 444   2    2      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2661 444   3    3      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2662 444   4    4      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2663 444   5    5      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2664 444   6    6      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2665 445   1    1      2    0 523 Female   urban       No    1  FemaleurbanNo
## 2666 445   2    2      2    0 523 Female   urban       No    1  FemaleurbanNo
## 2667 445   3    3      2    1 523 Female   urban       No    1  FemaleurbanNo
## 2668 445   4    4      2    2 523 Female   urban       No    1  FemaleurbanNo
## 2669 445   5    5      2    3 523 Female   urban       No    1  FemaleurbanNo
## 2670 445   6    6      2    4 523 Female   urban       No    1  FemaleurbanNo
## 2671 446   1    1      2    0 524 Female   urban      Yes    1 FemaleurbanYes
## 2672 446   2    2      2    0 524 Female   urban      Yes    1 FemaleurbanYes
## 2673 446   3    3      2    1 524 Female   urban      Yes    1 FemaleurbanYes
## 2674 446   4    4      2    2 524 Female   urban      Yes    1 FemaleurbanYes
## 2675 446   5    5      2    3 524 Female   urban      Yes    1 FemaleurbanYes
## 2676 446   6    6      2    4 524 Female   urban      Yes    1 FemaleurbanYes
## 2677 447   1    1      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2678 447   2    2      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2679 447   3    3      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2680 447   4    4      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2681 447   5    5      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2682 447   6    6      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2683 448   1    1      2    0 526 Female   urban      Yes    1 FemaleurbanYes
## 2684 448   2    2      2    0 526 Female   urban      Yes    1 FemaleurbanYes
## 2685 448   3    3      2    1 526 Female   urban      Yes    1 FemaleurbanYes
## 2686 448   4    4      2    2 526 Female   urban      Yes    1 FemaleurbanYes
## 2687 448   5    5      2    3 526 Female   urban      Yes    1 FemaleurbanYes
## 2688 448   6    6      2    4 526 Female   urban      Yes    1 FemaleurbanYes
## 2689 449   1    1      2    0 527 Female   urban      Yes    1 FemaleurbanYes
## 2690 449   2    2      2    0 527 Female   urban      Yes    1 FemaleurbanYes
## 2691 449   3    3      2    1 527 Female   urban      Yes    1 FemaleurbanYes
## 2692 449   4    4      2    2 527 Female   urban      Yes    1 FemaleurbanYes
## 2693 449   5    5      2    3 527 Female   urban      Yes    1 FemaleurbanYes
## 2694 449   6    6      2    4 527 Female   urban      Yes    1 FemaleurbanYes
## 2695 450   1    1      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2696 450   2    2      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2697 450   3    3      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2698 450   4    4      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2699 450   5    5      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2700 450   6    6      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2701 451   1    1      2    0 529 Female   urban      Yes    1 FemaleurbanYes
## 2702 451   2    2      2    0 529 Female   urban      Yes    1 FemaleurbanYes
## 2703 451   3    3      2    1 529 Female   urban      Yes    1 FemaleurbanYes
## 2704 451   4    4      2    2 529 Female   urban      Yes    1 FemaleurbanYes
## 2705 451   5    5      2    3 529 Female   urban      Yes    1 FemaleurbanYes
## 2706 451   6    6      2    4 529 Female   urban      Yes    1 FemaleurbanYes
## 2707 452   1    1      2    0 530 Female   urban       No    1  FemaleurbanNo
## 2708 452   2    2      2    0 530 Female   urban       No    1  FemaleurbanNo
## 2709 452   3    3      2    1 530 Female   urban       No    1  FemaleurbanNo
## 2710 452   4    4      2    2 530 Female   urban       No    1  FemaleurbanNo
## 2711 452   5    5      2    3 530 Female   urban       No    1  FemaleurbanNo
## 2712 452   6    6      2    4 530 Female   urban       No    1  FemaleurbanNo
## 2713 453   1    1      2    0 531 Female   urban       No    1  FemaleurbanNo
## 2714 453   2    2      2    0 531 Female   urban       No    1  FemaleurbanNo
## 2715 453   3    3      2    1 531 Female   urban       No    1  FemaleurbanNo
## 2716 453   4    4      2    2 531 Female   urban       No    1  FemaleurbanNo
## 2717 453   5    5      2    3 531 Female   urban       No    1  FemaleurbanNo
## 2718 453   6    6      2    4 531 Female   urban       No    1  FemaleurbanNo
## 2719 454   1    1      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2720 454   2    2      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2721 454   3    3      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2722 454   4    4      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2723 454   5    5      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2724 454   6    6      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2725 455   1    1      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2726 455   2    2      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2727 455   3    3      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2728 455   4    4      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2729 455   5    5      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2730 455   6    6      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2731 456   1    1      2    0 534 Female   urban       No    1  FemaleurbanNo
## 2732 456   2    2      2    0 534 Female   urban       No    1  FemaleurbanNo
## 2733 456   3    3      2    1 534 Female   urban       No    1  FemaleurbanNo
## 2734 456   4    4      2    2 534 Female   urban       No    1  FemaleurbanNo
## 2735 456   5    5      2    3 534 Female   urban       No    1  FemaleurbanNo
## 2736 456   6    6      2    4 534 Female   urban       No    1  FemaleurbanNo
## 2737 457   1    1      2    0 535 Female   urban      Yes    1 FemaleurbanYes
## 2738 457   2    2      2    0 535 Female   urban      Yes    1 FemaleurbanYes
## 2739 457   3    3      2    1 535 Female   urban      Yes    1 FemaleurbanYes
## 2740 457   4    4      2    2 535 Female   urban      Yes    1 FemaleurbanYes
## 2741 457   5    5      2    3 535 Female   urban      Yes    1 FemaleurbanYes
## 2742 457   6    6      2    4 535 Female   urban      Yes    1 FemaleurbanYes
## 2743 458   1    1      2    0 536   Male   urban      Yes    1   MaleurbanYes
## 2744 458   2    2      2    0 536   Male   urban      Yes    1   MaleurbanYes
## 2745 458   3    3      2    1 536   Male   urban      Yes    1   MaleurbanYes
## 2746 458   4    4      2    2 536   Male   urban      Yes    1   MaleurbanYes
## 2747 458   5    5      2    3 536   Male   urban      Yes    1   MaleurbanYes
## 2748 458   6    6      2    4 536   Male   urban      Yes    1   MaleurbanYes
## 2749 459   1    1      2    0 537   Male   urban       No    1    MaleurbanNo
## 2750 459   2    2      2    0 537   Male   urban       No    1    MaleurbanNo
## 2751 459   3    3      2    1 537   Male   urban       No    1    MaleurbanNo
## 2752 459   4    4      2    2 537   Male   urban       No    1    MaleurbanNo
## 2753 459   5    5      2    3 537   Male   urban       No    1    MaleurbanNo
## 2754 459   6    6      2    4 537   Male   urban       No    1    MaleurbanNo
## 2755 460   1    1      2    0 538   Male   urban      Yes    1   MaleurbanYes
## 2756 460   2    2      2    0 538   Male   urban      Yes    1   MaleurbanYes
## 2757 460   3    3      2    1 538   Male   urban      Yes    1   MaleurbanYes
## 2758 460   4    4      2    2 538   Male   urban      Yes    1   MaleurbanYes
## 2759 460   5    5      2    3 538   Male   urban      Yes    1   MaleurbanYes
## 2760 460   6    6      2    4 538   Male   urban      Yes    1   MaleurbanYes
## 2761 461   1    1      2    0 539   Male   urban       No    1    MaleurbanNo
## 2762 461   2    2      2    0 539   Male   urban       No    1    MaleurbanNo
## 2763 461   3    3      2    1 539   Male   urban       No    1    MaleurbanNo
## 2764 461   4    4      2    2 539   Male   urban       No    1    MaleurbanNo
## 2765 461   5    5      2    3 539   Male   urban       No    1    MaleurbanNo
## 2766 461   6    6      2    4 539   Male   urban       No    1    MaleurbanNo
## 2767 462   1    1      2    0 540   Male   urban       No    1    MaleurbanNo
## 2768 462   2    2      2    0 540   Male   urban       No    1    MaleurbanNo
## 2769 462   3    3      2    1 540   Male   urban       No    1    MaleurbanNo
## 2770 462   4    4      2    2 540   Male   urban       No    1    MaleurbanNo
## 2771 462   5    5      2    3 540   Male   urban       No    1    MaleurbanNo
## 2772 462   6    6      2    4 540   Male   urban       No    1    MaleurbanNo
## 2773 463   1    1      2    0 541   Male   urban      Yes    1   MaleurbanYes
## 2774 463   2    2      2    0 541   Male   urban      Yes    1   MaleurbanYes
## 2775 463   3    3      2    1 541   Male   urban      Yes    1   MaleurbanYes
## 2776 463   4    4      2    2 541   Male   urban      Yes    1   MaleurbanYes
## 2777 463   5    5      2    3 541   Male   urban      Yes    1   MaleurbanYes
## 2778 463   6    6      2    4 541   Male   urban      Yes    1   MaleurbanYes
## 2779 464   1    1      2    0 542   Male   urban       No    1    MaleurbanNo
## 2780 464   2    2      2    0 542   Male   urban       No    1    MaleurbanNo
## 2781 464   3    3      2    1 542   Male   urban       No    1    MaleurbanNo
## 2782 464   4    4      2    2 542   Male   urban       No    1    MaleurbanNo
## 2783 464   5    5      2    3 542   Male   urban       No    1    MaleurbanNo
## 2784 464   6    6      2    4 542   Male   urban       No    1    MaleurbanNo
## 2785 465   1    1      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2786 465   2    2      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2787 465   3    3      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2788 465   4    4      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2789 465   5    5      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2790 465   6    6      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2791 466   1    1      2    0 544   Male   urban      Yes    1   MaleurbanYes
## 2792 466   2    2      2    0 544   Male   urban      Yes    1   MaleurbanYes
## 2793 466   3    3      2    1 544   Male   urban      Yes    1   MaleurbanYes
## 2794 466   4    4      2    2 544   Male   urban      Yes    1   MaleurbanYes
## 2795 466   5    5      2    3 544   Male   urban      Yes    1   MaleurbanYes
## 2796 466   6    6      2    4 544   Male   urban      Yes    1   MaleurbanYes
## 2797 467   1    1      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2798 467   2    2      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2799 467   3    3      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2800 467   4    4      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2801 467   5    5      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2802 467   6    6      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2803 468   1    1      2    0 546   Male   urban       No    1    MaleurbanNo
## 2804 468   2    2      2    0 546   Male   urban       No    1    MaleurbanNo
## 2805 468   3    3      2    1 546   Male   urban       No    1    MaleurbanNo
## 2806 468   4    4      2    2 546   Male   urban       No    1    MaleurbanNo
## 2807 468   5    5      2    3 546   Male   urban       No    1    MaleurbanNo
## 2808 468   6    6      2    4 546   Male   urban       No    1    MaleurbanNo
## 2809 469   1    1      2    0 547 Female   urban       No    1  FemaleurbanNo
## 2810 469   2    2      2    0 547 Female   urban       No    1  FemaleurbanNo
## 2811 469   3    3      2    1 547 Female   urban       No    1  FemaleurbanNo
## 2812 469   4    4      2    2 547 Female   urban       No    1  FemaleurbanNo
## 2813 469   5    5      2    3 547 Female   urban       No    1  FemaleurbanNo
## 2814 469   6    6      2    4 547 Female   urban       No    1  FemaleurbanNo
## 2815 470   1    1      2    0 548 Female   urban      Yes    1 FemaleurbanYes
## 2816 470   2    2      2    0 548 Female   urban      Yes    1 FemaleurbanYes
## 2817 470   3    3      2    1 548 Female   urban      Yes    1 FemaleurbanYes
## 2818 470   4    4      2    2 548 Female   urban      Yes    1 FemaleurbanYes
## 2819 470   5    5      2    3 548 Female   urban      Yes    1 FemaleurbanYes
## 2820 470   6    6      2    4 548 Female   urban      Yes    1 FemaleurbanYes
## 2821 471   1    1      2    0 549 Female   urban      Yes    1 FemaleurbanYes
## 2822 471   2    2      2    0 549 Female   urban      Yes    1 FemaleurbanYes
## 2823 471   3    3      2    1 549 Female   urban      Yes    1 FemaleurbanYes
## 2824 471   4    4      2    2 549 Female   urban      Yes    1 FemaleurbanYes
## 2825 471   5    5      2    3 549 Female   urban      Yes    1 FemaleurbanYes
## 2826 471   6    6      2    4 549 Female   urban      Yes    1 FemaleurbanYes
## 2827 472   1    1      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2828 472   2    2      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2829 472   3    3      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2830 472   4    4      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2831 472   5    5      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2832 472   6    6      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2833 473   1    1      2    0 551   Male   urban       No    1    MaleurbanNo
## 2834 473   2    2      2    0 551   Male   urban       No    1    MaleurbanNo
## 2835 473   3    3      2    1 551   Male   urban       No    1    MaleurbanNo
## 2836 473   4    4      2    2 551   Male   urban       No    1    MaleurbanNo
## 2837 473   5    5      2    3 551   Male   urban       No    1    MaleurbanNo
## 2838 473   6    6      2    4 551   Male   urban       No    1    MaleurbanNo
## 2839 474   1    1      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2840 474   2    2      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2841 474   3    3      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2842 474   4    4      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2843 474   5    5      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2844 474   6    6      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2845 475   1    1      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2846 475   2    2      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2847 475   3    3      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2848 475   4    4      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2849 475   5    5      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2850 475   6    6      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2851 476   1    1      2    0 554   Male   urban       No    1    MaleurbanNo
## 2852 476   2    2      2    0 554   Male   urban       No    1    MaleurbanNo
## 2853 476   3    3      2    1 554   Male   urban       No    1    MaleurbanNo
## 2854 476   4    4      2    2 554   Male   urban       No    1    MaleurbanNo
## 2855 476   5    5      2    3 554   Male   urban       No    1    MaleurbanNo
## 2856 476   6    6      2    4 554   Male   urban       No    1    MaleurbanNo
## 2857 477   1    1      2    0 555   Male   urban       No    1    MaleurbanNo
## 2858 477   2    2      2    0 555   Male   urban       No    1    MaleurbanNo
## 2859 477   3    3      2    1 555   Male   urban       No    1    MaleurbanNo
## 2860 477   4    4      2    2 555   Male   urban       No    1    MaleurbanNo
## 2861 477   5    5      2    3 555   Male   urban       No    1    MaleurbanNo
## 2862 477   6    6      2    4 555   Male   urban       No    1    MaleurbanNo
## 2863 478   1    1      2    0 556   Male   urban      Yes    1   MaleurbanYes
## 2864 478   2    2      2    0 556   Male   urban      Yes    1   MaleurbanYes
## 2865 478   3    3      2    1 556   Male   urban      Yes    1   MaleurbanYes
## 2866 478   4    4      2    2 556   Male   urban      Yes    1   MaleurbanYes
## 2867 478   5    5      2    3 556   Male   urban      Yes    1   MaleurbanYes
## 2868 478   6    6      2    4 556   Male   urban      Yes    1   MaleurbanYes
## 2869 479   1    1      2    0 557   Male   urban      Yes    1   MaleurbanYes
## 2870 479   2    2      2    0 557   Male   urban      Yes    1   MaleurbanYes
## 2871 479   3    3      2    1 557   Male   urban      Yes    1   MaleurbanYes
## 2872 479   4    4      2    2 557   Male   urban      Yes    1   MaleurbanYes
## 2873 479   5    5      2    3 557   Male   urban      Yes    1   MaleurbanYes
## 2874 479   6    6      2    4 557   Male   urban      Yes    1   MaleurbanYes
## 2875 480   1    1      2    0 558 Female   urban      Yes    1 FemaleurbanYes
## 2876 480   2    2      2    0 558 Female   urban      Yes    1 FemaleurbanYes
## 2877 480   3    3      2    1 558 Female   urban      Yes    1 FemaleurbanYes
## 2878 480   4    4      2    2 558 Female   urban      Yes    1 FemaleurbanYes
## 2879 480   5    5      2    3 558 Female   urban      Yes    1 FemaleurbanYes
## 2880 480   6    6      2    4 558 Female   urban      Yes    1 FemaleurbanYes
## 2881 481   1    1      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2882 481   2    2      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2883 481   3    3      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2884 481   4    4      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2885 481   5    5      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2886 481   6    6      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2887 482   1    1      2    0 560   Male   urban       No    1    MaleurbanNo
## 2888 482   2    2      2    0 560   Male   urban       No    1    MaleurbanNo
## 2889 482   3    3      2    1 560   Male   urban       No    1    MaleurbanNo
## 2890 482   4    4      2    2 560   Male   urban       No    1    MaleurbanNo
## 2891 482   5    5      2    3 560   Male   urban       No    1    MaleurbanNo
## 2892 482   6    6      2    4 560   Male   urban       No    1    MaleurbanNo
## 2893 483   1    1      2    0 561 Female   urban      Yes    1 FemaleurbanYes
## 2894 483   2    2      2    0 561 Female   urban      Yes    1 FemaleurbanYes
## 2895 483   3    3      2    1 561 Female   urban      Yes    1 FemaleurbanYes
## 2896 483   4    4      2    2 561 Female   urban      Yes    1 FemaleurbanYes
## 2897 483   5    5      2    3 561 Female   urban      Yes    1 FemaleurbanYes
## 2898 483   6    6      2    4 561 Female   urban      Yes    1 FemaleurbanYes
## 2899 484   1    1      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2900 484   2    2      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2901 484   3    3      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2902 484   4    4      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2903 484   5    5      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2904 484   6    6      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2905 485   1    1      2    0 563   Male   urban       No    1    MaleurbanNo
## 2906 485   2    2      2    0 563   Male   urban       No    1    MaleurbanNo
## 2907 485   3    3      2    1 563   Male   urban       No    1    MaleurbanNo
## 2908 485   4    4      2    2 563   Male   urban       No    1    MaleurbanNo
## 2909 485   5    5      2    3 563   Male   urban       No    1    MaleurbanNo
## 2910 485   6    6      2    4 563   Male   urban       No    1    MaleurbanNo
## 2911 486   1    1      2    0 564 Female   urban       No    1  FemaleurbanNo
## 2912 486   2    2      2    0 564 Female   urban       No    1  FemaleurbanNo
## 2913 486   3    3      2    1 564 Female   urban       No    1  FemaleurbanNo
## 2914 486   4    4      2    2 564 Female   urban       No    1  FemaleurbanNo
## 2915 486   5    5      2    3 564 Female   urban       No    1  FemaleurbanNo
## 2916 486   6    6      2    4 564 Female   urban       No    1  FemaleurbanNo
## 2917 487   1    1      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2918 487   2    2      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2919 487   3    3      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2920 487   4    4      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2921 487   5    5      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2922 487   6    6      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2923 488   1    1      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2924 488   2    2      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2925 488   3    3      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2926 488   4    4      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2927 488   5    5      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2928 488   6    6      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2929 489   1    1      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2930 489   2    2      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2931 489   3    3      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2932 489   4    4      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2933 489   5    5      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2934 489   6    6      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2935 490   1    1      1    0 568 Female   urban      Yes    1 FemaleurbanYes
## 2936 490   2    2      1    1 568 Female   urban      Yes    1 FemaleurbanYes
## 2937 490   3    3      1    2 568 Female   urban      Yes    1 FemaleurbanYes
## 2938 490   4    4      1    3 568 Female   urban      Yes    1 FemaleurbanYes
## 2939 490   5    5      1    4 568 Female   urban      Yes    1 FemaleurbanYes
## 2940 490   6    6      1    5 568 Female   urban      Yes    1 FemaleurbanYes
## 2941 491   1    1      1    0 569 Female   urban       No    1  FemaleurbanNo
## 2942 491   2    2      1    1 569 Female   urban       No    1  FemaleurbanNo
## 2943 491   3    3      1    2 569 Female   urban       No    1  FemaleurbanNo
## 2944 491   4    4      1    3 569 Female   urban       No    1  FemaleurbanNo
## 2945 491   5    5      1    4 569 Female   urban       No    1  FemaleurbanNo
## 2946 491   6    6      1    5 569 Female   urban       No    1  FemaleurbanNo
## 2947 492   1    1      1    0 570 Female   urban      Yes    1 FemaleurbanYes
## 2948 492   2    2      1    1 570 Female   urban      Yes    1 FemaleurbanYes
## 2949 492   3    3      1    2 570 Female   urban      Yes    1 FemaleurbanYes
## 2950 492   4    4      1    3 570 Female   urban      Yes    1 FemaleurbanYes
## 2951 492   5    5      1    4 570 Female   urban      Yes    1 FemaleurbanYes
## 2952 492   6    6      1    5 570 Female   urban      Yes    1 FemaleurbanYes
## 2953 493   1    1      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2954 493   2    2      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2955 493   3    3      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2956 493   4    4      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2957 493   5    5      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2958 493   6    6      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2959 494   1    1      1    0 572   Male   urban       No    1    MaleurbanNo
## 2960 494   2    2      1    1 572   Male   urban       No    1    MaleurbanNo
## 2961 494   3    3      1    2 572   Male   urban       No    1    MaleurbanNo
## 2962 494   4    4      1    3 572   Male   urban       No    1    MaleurbanNo
## 2963 494   5    5      1    4 572   Male   urban       No    1    MaleurbanNo
## 2964 494   6    6      1    5 572   Male   urban       No    1    MaleurbanNo
## 2965 495   1    1      1    0 573   Male   urban      Yes    1   MaleurbanYes
## 2966 495   2    2      1    1 573   Male   urban      Yes    1   MaleurbanYes
## 2967 495   3    3      1    2 573   Male   urban      Yes    1   MaleurbanYes
## 2968 495   4    4      1    3 573   Male   urban      Yes    1   MaleurbanYes
## 2969 495   5    5      1    4 573   Male   urban      Yes    1   MaleurbanYes
## 2970 495   6    6      1    5 573   Male   urban      Yes    1   MaleurbanYes
## 2971 496   1    1      1    0 574   Male   urban       No    1    MaleurbanNo
## 2972 496   2    2      1    1 574   Male   urban       No    1    MaleurbanNo
## 2973 496   3    3      1    2 574   Male   urban       No    1    MaleurbanNo
## 2974 496   4    4      1    3 574   Male   urban       No    1    MaleurbanNo
## 2975 496   5    5      1    4 574   Male   urban       No    1    MaleurbanNo
## 2976 496   6    6      1    5 574   Male   urban       No    1    MaleurbanNo
## 2977 497   1    1      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2978 497   2    2      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2979 497   3    3      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2980 497   4    4      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2981 497   5    5      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2982 497   6    6      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2983 498   1    1      1    0 576 Female   urban       No    1  FemaleurbanNo
## 2984 498   2    2      1    1 576 Female   urban       No    1  FemaleurbanNo
## 2985 498   3    3      1    2 576 Female   urban       No    1  FemaleurbanNo
## 2986 498   4    4      1    3 576 Female   urban       No    1  FemaleurbanNo
## 2987 498   5    5      1    4 576 Female   urban       No    1  FemaleurbanNo
## 2988 498   6    6      1    5 576 Female   urban       No    1  FemaleurbanNo
## 2989 499   1    1      1    0 577   Male   urban      Yes    1   MaleurbanYes
## 2990 499   2    2      1    1 577   Male   urban      Yes    1   MaleurbanYes
## 2991 499   3    3      1    2 577   Male   urban      Yes    1   MaleurbanYes
## 2992 499   4    4      1    3 577   Male   urban      Yes    1   MaleurbanYes
## 2993 499   5    5      1    4 577   Male   urban      Yes    1   MaleurbanYes
## 2994 499   6    6      1    5 577   Male   urban      Yes    1   MaleurbanYes
## 2995 500   1    1      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 2996 500   2    2      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 2997 500   3    3      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 2998 500   4    4      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 2999 500   5    5      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 3000 500   6    6      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 3001 501   1    1      1    0 579 Female   urban      Yes    1 FemaleurbanYes
## 3002 501   2    2      1    1 579 Female   urban      Yes    1 FemaleurbanYes
## 3003 501   3    3      1    2 579 Female   urban      Yes    1 FemaleurbanYes
## 3004 501   4    4      1    3 579 Female   urban      Yes    1 FemaleurbanYes
## 3005 501   5    5      1    4 579 Female   urban      Yes    1 FemaleurbanYes
## 3006 501   6    6      1    5 579 Female   urban      Yes    1 FemaleurbanYes
## 3007 502   1    1      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3008 502   2    2      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3009 502   3    3      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3010 502   4    4      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3011 502   5    5      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3012 502   6    6      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3013 503   1    1      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3014 503   2    2      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3015 503   3    3      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3016 503   4    4      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3017 503   5    5      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3018 503   6    6      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3019 504   1    1      1    0 582   Male   urban       No    1    MaleurbanNo
## 3020 504   2    2      1    1 582   Male   urban       No    1    MaleurbanNo
## 3021 504   3    3      1    2 582   Male   urban       No    1    MaleurbanNo
## 3022 504   4    4      1    3 582   Male   urban       No    1    MaleurbanNo
## 3023 504   5    5      1    4 582   Male   urban       No    1    MaleurbanNo
## 3024 504   6    6      1    5 582   Male   urban       No    1    MaleurbanNo
## 3025 505   1    1      1    0 583   Male   urban      Yes    1   MaleurbanYes
## 3026 505   2    2      1    1 583   Male   urban      Yes    1   MaleurbanYes
## 3027 505   3    3      1    2 583   Male   urban      Yes    1   MaleurbanYes
## 3028 505   4    4      1    3 583   Male   urban      Yes    1   MaleurbanYes
## 3029 505   5    5      1    4 583   Male   urban      Yes    1   MaleurbanYes
## 3030 505   6    6      1    5 583   Male   urban      Yes    1   MaleurbanYes
## 3031 506   1    1      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3032 506   2    2      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3033 506   3    3      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3034 506   4    4      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3035 506   5    5      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3036 506   6    6      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3037 507   1    1      1    0 585 Female   urban       No    1  FemaleurbanNo
## 3038 507   2    2      1    1 585 Female   urban       No    1  FemaleurbanNo
## 3039 507   3    3      1    2 585 Female   urban       No    1  FemaleurbanNo
## 3040 507   4    4      1    3 585 Female   urban       No    1  FemaleurbanNo
## 3041 507   5    5      1    4 585 Female   urban       No    1  FemaleurbanNo
## 3042 507   6    6      1    5 585 Female   urban       No    1  FemaleurbanNo
## 3043 508   1    1      1    0 586   Male   urban      Yes    1   MaleurbanYes
## 3044 508   2    2      1    1 586   Male   urban      Yes    1   MaleurbanYes
## 3045 508   3    3      1    2 586   Male   urban      Yes    1   MaleurbanYes
## 3046 508   4    4      1    3 586   Male   urban      Yes    1   MaleurbanYes
## 3047 508   5    5      1    4 586   Male   urban      Yes    1   MaleurbanYes
## 3048 508   6    6      1    5 586   Male   urban      Yes    1   MaleurbanYes
## 3049 509   1    1      1    0 587 Female   urban      Yes    1 FemaleurbanYes
## 3050 509   2    2      1    1 587 Female   urban      Yes    1 FemaleurbanYes
## 3051 509   3    3      1    2 587 Female   urban      Yes    1 FemaleurbanYes
## 3052 509   4    4      1    3 587 Female   urban      Yes    1 FemaleurbanYes
## 3053 509   5    5      1    4 587 Female   urban      Yes    1 FemaleurbanYes
## 3054 509   6    6      1    5 587 Female   urban      Yes    1 FemaleurbanYes
## 3055 510   1    1      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3056 510   2    2      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3057 510   3    3      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3058 510   4    4      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3059 510   5    5      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3060 510   6    6      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3061 511   1    1      1    0 589 Female   urban      Yes    1 FemaleurbanYes
## 3062 511   2    2      1    1 589 Female   urban      Yes    1 FemaleurbanYes
## 3063 511   3    3      1    2 589 Female   urban      Yes    1 FemaleurbanYes
## 3064 511   4    4      1    3 589 Female   urban      Yes    1 FemaleurbanYes
## 3065 511   5    5      1    4 589 Female   urban      Yes    1 FemaleurbanYes
## 3066 511   6    6      1    5 589 Female   urban      Yes    1 FemaleurbanYes
## 3067 512   1    1      1    0 590 Female   urban      Yes    1 FemaleurbanYes
## 3068 512   2    2      1    1 590 Female   urban      Yes    1 FemaleurbanYes
## 3069 512   3    3      1    2 590 Female   urban      Yes    1 FemaleurbanYes
## 3070 512   4    4      1    3 590 Female   urban      Yes    1 FemaleurbanYes
## 3071 512   5    5      1    4 590 Female   urban      Yes    1 FemaleurbanYes
## 3072 512   6    6      1    5 590 Female   urban      Yes    1 FemaleurbanYes
## 3073 513   1    1      1    0 591 Female   urban      Yes    1 FemaleurbanYes
## 3074 513   2    2      1    1 591 Female   urban      Yes    1 FemaleurbanYes
## 3075 513   3    3      1    2 591 Female   urban      Yes    1 FemaleurbanYes
## 3076 513   4    4      1    3 591 Female   urban      Yes    1 FemaleurbanYes
## 3077 513   5    5      1    4 591 Female   urban      Yes    1 FemaleurbanYes
## 3078 513   6    6      1    5 591 Female   urban      Yes    1 FemaleurbanYes
## 3079 514   1    1      1    0 592 Female   urban      Yes    1 FemaleurbanYes
## 3080 514   2    2      1    1 592 Female   urban      Yes    1 FemaleurbanYes
## 3081 514   3    3      1    2 592 Female   urban      Yes    1 FemaleurbanYes
## 3082 514   4    4      1    3 592 Female   urban      Yes    1 FemaleurbanYes
## 3083 514   5    5      1    4 592 Female   urban      Yes    1 FemaleurbanYes
## 3084 514   6    6      1    5 592 Female   urban      Yes    1 FemaleurbanYes
## 3085 515   1    1      1    0 593 Female   urban      Yes    1 FemaleurbanYes
## 3086 515   2    2      1    1 593 Female   urban      Yes    1 FemaleurbanYes
## 3087 515   3    3      1    2 593 Female   urban      Yes    1 FemaleurbanYes
## 3088 515   4    4      1    3 593 Female   urban      Yes    1 FemaleurbanYes
## 3089 515   5    5      1    4 593 Female   urban      Yes    1 FemaleurbanYes
## 3090 515   6    6      1    5 593 Female   urban      Yes    1 FemaleurbanYes
## 3091 516   1    1      1    0 594 Female   urban      Yes    1 FemaleurbanYes
## 3092 516   2    2      1    1 594 Female   urban      Yes    1 FemaleurbanYes
## 3093 516   3    3      1    2 594 Female   urban      Yes    1 FemaleurbanYes
## 3094 516   4    4      1    3 594 Female   urban      Yes    1 FemaleurbanYes
## 3095 516   5    5      1    4 594 Female   urban      Yes    1 FemaleurbanYes
## 3096 516   6    6      1    5 594 Female   urban      Yes    1 FemaleurbanYes
## 3097 517   1    1      1    0 595 Female   urban      Yes    1 FemaleurbanYes
## 3098 517   2    2      1    1 595 Female   urban      Yes    1 FemaleurbanYes
## 3099 517   3    3      1    2 595 Female   urban      Yes    1 FemaleurbanYes
## 3100 517   4    4      1    3 595 Female   urban      Yes    1 FemaleurbanYes
## 3101 517   5    5      1    4 595 Female   urban      Yes    1 FemaleurbanYes
## 3102 517   6    6      1    5 595 Female   urban      Yes    1 FemaleurbanYes
## 3103 518   1    1      1    0 596 Female   urban      Yes    1 FemaleurbanYes
## 3104 518   2    2      1    1 596 Female   urban      Yes    1 FemaleurbanYes
## 3105 518   3    3      1    2 596 Female   urban      Yes    1 FemaleurbanYes
## 3106 518   4    4      1    3 596 Female   urban      Yes    1 FemaleurbanYes
## 3107 518   5    5      1    4 596 Female   urban      Yes    1 FemaleurbanYes
## 3108 518   6    6      1    5 596 Female   urban      Yes    1 FemaleurbanYes
## 3109 519   1    1      1    0 597 Female   urban      Yes    1 FemaleurbanYes
## 3110 519   2    2      1    1 597 Female   urban      Yes    1 FemaleurbanYes
## 3111 519   3    3      1    2 597 Female   urban      Yes    1 FemaleurbanYes
## 3112 519   4    4      1    3 597 Female   urban      Yes    1 FemaleurbanYes
## 3113 519   5    5      1    4 597 Female   urban      Yes    1 FemaleurbanYes
## 3114 519   6    6      1    5 597 Female   urban      Yes    1 FemaleurbanYes
## 3115 520   1    1      1    0 598 Female   urban      Yes    1 FemaleurbanYes
## 3116 520   2    2      1    1 598 Female   urban      Yes    1 FemaleurbanYes
## 3117 520   3    3      1    2 598 Female   urban      Yes    1 FemaleurbanYes
## 3118 520   4    4      1    3 598 Female   urban      Yes    1 FemaleurbanYes
## 3119 520   5    5      1    4 598 Female   urban      Yes    1 FemaleurbanYes
## 3120 520   6    6      1    5 598 Female   urban      Yes    1 FemaleurbanYes
## 3121 521   1    1      1    0 599 Female   urban      Yes    1 FemaleurbanYes
## 3122 521   2    2      1    1 599 Female   urban      Yes    1 FemaleurbanYes
## 3123 521   3    3      1    2 599 Female   urban      Yes    1 FemaleurbanYes
## 3124 521   4    4      1    3 599 Female   urban      Yes    1 FemaleurbanYes
## 3125 521   5    5      1    4 599 Female   urban      Yes    1 FemaleurbanYes
## 3126 521   6    6      1    5 599 Female   urban      Yes    1 FemaleurbanYes
## 3127 522   1    1      1    0 600 Female   urban      Yes    1 FemaleurbanYes
## 3128 522   2    2      1    1 600 Female   urban      Yes    1 FemaleurbanYes
## 3129 522   3    3      1    2 600 Female   urban      Yes    1 FemaleurbanYes
## 3130 522   4    4      1    3 600 Female   urban      Yes    1 FemaleurbanYes
## 3131 522   5    5      1    4 600 Female   urban      Yes    1 FemaleurbanYes
## 3132 522   6    6      1    5 600 Female   urban      Yes    1 FemaleurbanYes
## 3133 523   1    1      1    0 601 Female   urban      Yes    1 FemaleurbanYes
## 3134 523   2    2      1    1 601 Female   urban      Yes    1 FemaleurbanYes
## 3135 523   3    3      1    2 601 Female   urban      Yes    1 FemaleurbanYes
## 3136 523   4    4      1    3 601 Female   urban      Yes    1 FemaleurbanYes
## 3137 523   5    5      1    4 601 Female   urban      Yes    1 FemaleurbanYes
## 3138 523   6    6      1    5 601 Female   urban      Yes    1 FemaleurbanYes
## 3139 524   1    1      1    0 602 Female   urban      Yes    1 FemaleurbanYes
## 3140 524   2    2      1    1 602 Female   urban      Yes    1 FemaleurbanYes
## 3141 524   3    3      1    2 602 Female   urban      Yes    1 FemaleurbanYes
## 3142 524   4    4      1    3 602 Female   urban      Yes    1 FemaleurbanYes
## 3143 524   5    5      1    4 602 Female   urban      Yes    1 FemaleurbanYes
## 3144 524   6    6      1    5 602 Female   urban      Yes    1 FemaleurbanYes
## 3145 525   1    1      1    0 603 Female   urban      Yes    1 FemaleurbanYes
## 3146 525   2    2      1    1 603 Female   urban      Yes    1 FemaleurbanYes
## 3147 525   3    3      1    2 603 Female   urban      Yes    1 FemaleurbanYes
## 3148 525   4    4      1    3 603 Female   urban      Yes    1 FemaleurbanYes
## 3149 525   5    5      1    4 603 Female   urban      Yes    1 FemaleurbanYes
## 3150 525   6    6      1    5 603 Female   urban      Yes    1 FemaleurbanYes
## 3151 526   1    1      1    0 604 Female   urban      Yes    1 FemaleurbanYes
## 3152 526   2    2      1    1 604 Female   urban      Yes    1 FemaleurbanYes
## 3153 526   3    3      1    2 604 Female   urban      Yes    1 FemaleurbanYes
## 3154 526   4    4      1    3 604 Female   urban      Yes    1 FemaleurbanYes
## 3155 526   5    5      1    4 604 Female   urban      Yes    1 FemaleurbanYes
## 3156 526   6    6      1    5 604 Female   urban      Yes    1 FemaleurbanYes
## 3157 527   1    1      1    0 605 Female   urban      Yes    1 FemaleurbanYes
## 3158 527   2    2      1    1 605 Female   urban      Yes    1 FemaleurbanYes
## 3159 527   3    3      1    2 605 Female   urban      Yes    1 FemaleurbanYes
## 3160 527   4    4      1    3 605 Female   urban      Yes    1 FemaleurbanYes
## 3161 527   5    5      1    4 605 Female   urban      Yes    1 FemaleurbanYes
## 3162 527   6    6      1    5 605 Female   urban      Yes    1 FemaleurbanYes
##      Time Cohort Age order
## 1       0      5   0     1
## 2       1      5   0     2
## 3       2      5   0     3
## 4       3      5   0     4
## 5       4      5   0     5
## 6       5      5   0     6
## 7       0      5   0     7
## 8       1      5   0     8
## 9       2      5   0     9
## 10      3      5   0    10
## 11      4      5   0    11
## 12      5      5   0    12
## 13      0      5   0    13
## 14      1      5   0    14
## 15      2      5   0    15
## 16      3      5   0    16
## 17      4      5   0    17
## 18      5      5   0    18
## 19      0      5   0    19
## 20      1      5   0    20
## 21      2      5   0    21
## 22      3      5   0    22
## 23      4      5   0    23
## 24      5      5   0    24
## 25      0      5   0    25
## 26      1      5   0    26
## 27      2      5   0    27
## 28      3      5   0    28
## 29      4      5   0    29
## 30      5      5   0    30
## 31      0      5   0    31
## 32      1      5   0    32
## 33      2      5   0    33
## 34      3      5   0    34
## 35      4      5   0    35
## 36      5      5   0    36
## 37      0      5   0    37
## 38      1      5   0    38
## 39      2      5   0    39
## 40      3      5   0    40
## 41      4      5   0    41
## 42      5      5   0    42
## 43      0      5   0    43
## 44      1      5   0    44
## 45      2      5   0    45
## 46      3      5   0    46
## 47      4      5   0    47
## 48      5      5   0    48
## 49      0      5   0    49
## 50      1      5   0    50
## 51      2      5   0    51
## 52      3      5   0    52
## 53      4      5   0    53
## 54      5      5   0    54
## 55      0      5  NA    55
## 56      1      5  NA    56
## 57      2      5  NA    57
## 58      3      5  NA    58
## 59      4      5  NA    59
## 60      5      5  NA    60
## 61      0      5  NA    61
## 62      1      5  NA    62
## 63      2      5  NA    63
## 64      3      5  NA    64
## 65      4      5  NA    65
## 66      5      5  NA    66
## 67      0      5  NA    67
## 68      1      5  NA    68
## 69      2      5  NA    69
## 70      3      5  NA    70
## 71      4      5  NA    71
## 72      5      5  NA    72
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## 742     3      3   0   742
## 743     4      3   1   743
## 744     5      3   2   744
## 745     0      3  NA   745
## 746     1      3  NA   746
## 747     2      3  NA   747
## 748     3      3  NA   748
## 749     4      3  NA   749
## 750     5      3  NA   750
## 751     0      3   0   751
## 752     1      3   0   752
## 753     2      3   0   753
## 754     3      3   0   754
## 755     4      3   1   755
## 756     5      3   2   756
## 757     0      3   0   757
## 758     1      3   0   758
## 759     2      3   0   759
## 760     3      3   0   760
## 761     4      3   1   761
## 762     5      3   2   762
## 763     0      3   0   763
## 764     1      3   0   764
## 765     2      3   0   765
## 766     3      3   0   766
## 767     4      3   1   767
## 768     5      3   2   768
## 769     0      3  NA   769
## 770     1      3  NA   770
## 771     2      3  NA   771
## 772     3      3  NA   772
## 773     4      3  NA   773
## 774     5      3  NA   774
## 775     0      3   0   775
## 776     1      3   0   776
## 777     2      3   0   777
## 778     3      3   0   778
## 779     4      3   1   779
## 780     5      3   2   780
## 781     0      3   0   781
## 782     1      3   0   782
## 783     2      3   0   783
## 784     3      3   0   784
## 785     4      3   1   785
## 786     5      3   2   786
## 787     0      3   0   787
## 788     1      3   0   788
## 789     2      3   0   789
## 790     3      3   0   790
## 791     4      3   1   791
## 792     5      3   2   792
## 793     0      2   0   793
## 794     1      2   0   794
## 795     2      2   0   795
## 796     3      2   1   796
## 797     4      2   2   797
## 798     5      2   3   798
## 799     0      2   0   799
## 800     1      2   0   800
## 801     2      2   0   801
## 802     3      2   1   802
## 803     4      2   2   803
## 804     5      2   3   804
## 805     0      2   0   805
## 806     1      2   0   806
## 807     2      2   0   807
## 808     3      2   1   808
## 809     4      2   2   809
## 810     5      2   3   810
## 811     0      2   0   811
## 812     1      2   0   812
## 813     2      2   0   813
## 814     3      2   1   814
## 815     4      2   2   815
## 816     5      2   3   816
## 817     0      2  NA   817
## 818     1      2  NA   818
## 819     2      2  NA   819
## 820     3      2  NA   820
## 821     4      2  NA   821
## 822     5      2  NA   822
## 823     0      2   0   823
## 824     1      2   0   824
## 825     2      2   0   825
## 826     3      2   1   826
## 827     4      2   2   827
## 828     5      2   3   828
## 829     0      2   0   829
## 830     1      2   0   830
## 831     2      2   0   831
## 832     3      2   1   832
## 833     4      2   2   833
## 834     5      2   3   834
## 835     0      2   0   835
## 836     1      2   0   836
## 837     2      2   0   837
## 838     3      2   1   838
## 839     4      2   2   839
## 840     5      2   3   840
## 841     0      2   0   841
## 842     1      2   0   842
## 843     2      2   0   843
## 844     3      2   1   844
## 845     4      2   2   845
## 846     5      2   3   846
## 847     0      2   0   847
## 848     1      2   0   848
## 849     2      2   0   849
## 850     3      2   1   850
## 851     4      2   2   851
## 852     5      2   3   852
## 853     0      2  NA   853
## 854     1      2  NA   854
## 855     2      2  NA   855
## 856     3      2  NA   856
## 857     4      2  NA   857
## 858     5      2  NA   858
## 859     0      2   0   859
## 860     1      2   0   860
## 861     2      2   0   861
## 862     3      2   1   862
## 863     4      2   2   863
## 864     5      2   3   864
## 865     0      2   0   865
## 866     1      2   0   866
## 867     2      2   0   867
## 868     3      2   1   868
## 869     4      2   2   869
## 870     5      2   3   870
## 871     0      2  NA   871
## 872     1      2  NA   872
## 873     2      2  NA   873
## 874     3      2  NA   874
## 875     4      2  NA   875
## 876     5      2  NA   876
## 877     0      2  NA   877
## 878     1      2  NA   878
## 879     2      2  NA   879
## 880     3      2  NA   880
## 881     4      2  NA   881
## 882     5      2  NA   882
## 883     0      2   0   883
## 884     1      2   0   884
## 885     2      2   0   885
## 886     3      2   1   886
## 887     4      2   2   887
## 888     5      2   3   888
## 889     0      2   0   889
## 890     1      2   0   890
## 891     2      2   0   891
## 892     3      2   1   892
## 893     4      2   2   893
## 894     5      2   3   894
## 895     0      2   0   895
## 896     1      2   0   896
## 897     2      2   0   897
## 898     3      2   1   898
## 899     4      2   2   899
## 900     5      2   3   900
## 901     0      2  NA   901
## 902     1      2  NA   902
## 903     2      2  NA   903
## 904     3      2  NA   904
## 905     4      2  NA   905
## 906     5      2  NA   906
## 907     0      2  NA   907
## 908     1      2  NA   908
## 909     2      2  NA   909
## 910     3      2  NA   910
## 911     4      2  NA   911
## 912     5      2  NA   912
## 913     0      2  NA   913
## 914     1      2  NA   914
## 915     2      2  NA   915
## 916     3      2  NA   916
## 917     4      2  NA   917
## 918     5      2  NA   918
## 919     0      2   0   919
## 920     1      2   0   920
## 921     2      2   0   921
## 922     3      2   1   922
## 923     4      2   2   923
## 924     5      2   3   924
## 925     0      2   0   925
## 926     1      2   0   926
## 927     2      2   0   927
## 928     3      2   1   928
## 929     4      2   2   929
## 930     5      2   3   930
## 931     0      2   0   931
## 932     1      2   0   932
## 933     2      2   0   933
## 934     3      2   1   934
## 935     4      2   2   935
## 936     5      2   3   936
## 937     0      2   0   937
## 938     1      2   0   938
## 939     2      2   0   939
## 940     3      2   1   940
## 941     4      2   2   941
## 942     5      2   3   942
## 943     0      2  NA   943
## 944     1      2  NA   944
## 945     2      2  NA   945
## 946     3      2  NA   946
## 947     4      2  NA   947
## 948     5      2  NA   948
## 949     0      2   0   949
## 950     1      2   0   950
## 951     2      2   0   951
## 952     3      2   1   952
## 953     4      2   2   953
## 954     5      2   3   954
## 955     0      2   0   955
## 956     1      2   0   956
## 957     2      2   0   957
## 958     3      2   1   958
## 959     4      2   2   959
## 960     5      2   3   960
## 961     0      2  NA   961
## 962     1      2  NA   962
## 963     2      2  NA   963
## 964     3      2  NA   964
## 965     4      2  NA   965
## 966     5      2  NA   966
## 967     0      2   0   967
## 968     1      2   0   968
## 969     2      2   0   969
## 970     3      2   1   970
## 971     4      2   2   971
## 972     5      2   3   972
## 973     0      2   0   973
## 974     1      2   0   974
## 975     2      2   0   975
## 976     3      2   1   976
## 977     4      2   2   977
## 978     5      2   3   978
## 979     0      2   0   979
## 980     1      2   0   980
## 981     2      2   0   981
## 982     3      2   1   982
## 983     4      2   2   983
## 984     5      2   3   984
## 985     0      2   0   985
## 986     1      2   0   986
## 987     2      2   0   987
## 988     3      2   1   988
## 989     4      2   2   989
## 990     5      2   3   990
## 991     0      2   0   991
## 992     1      2   0   992
## 993     2      2   0   993
## 994     3      2   1   994
## 995     4      2   2   995
## 996     5      2   3   996
## 997     0      2   0   997
## 998     1      2   0   998
## 999     2      2   0   999
## 1000    3      2   1  1000
## 1001    4      2   2  1001
## 1002    5      2   3  1002
## 1003    0      2   0  1003
## 1004    1      2   0  1004
## 1005    2      2   0  1005
## 1006    3      2   1  1006
## 1007    4      2   2  1007
## 1008    5      2   3  1008
## 1009    0      2  NA  1009
## 1010    1      2  NA  1010
## 1011    2      2  NA  1011
## 1012    3      2  NA  1012
## 1013    4      2  NA  1013
## 1014    5      2  NA  1014
## 1015    0      2   0  1015
## 1016    1      2   0  1016
## 1017    2      2   0  1017
## 1018    3      2   1  1018
## 1019    4      2   2  1019
## 1020    5      2   3  1020
## 1021    0      2   0  1021
## 1022    1      2   0  1022
## 1023    2      2   0  1023
## 1024    3      2   1  1024
## 1025    4      2   2  1025
## 1026    5      2   3  1026
## 1027    0      2   0  1027
## 1028    1      2   0  1028
## 1029    2      2   0  1029
## 1030    3      2   1  1030
## 1031    4      2   2  1031
## 1032    5      2   3  1032
## 1033    0      2   0  1033
## 1034    1      2   0  1034
## 1035    2      2   0  1035
## 1036    3      2   1  1036
## 1037    4      2   2  1037
## 1038    5      2   3  1038
## 1039    0      2  NA  1039
## 1040    1      2  NA  1040
## 1041    2      2  NA  1041
## 1042    3      2  NA  1042
## 1043    4      2  NA  1043
## 1044    5      2  NA  1044
## 1045    0      2   0  1045
## 1046    1      2   0  1046
## 1047    2      2   0  1047
## 1048    3      2   1  1048
## 1049    4      2   2  1049
## 1050    5      2   3  1050
## 1051    0      2   0  1051
## 1052    1      2   0  1052
## 1053    2      2   0  1053
## 1054    3      2   1  1054
## 1055    4      2   2  1055
## 1056    5      2   3  1056
## 1057    0      2  NA  1057
## 1058    1      2  NA  1058
## 1059    2      2  NA  1059
## 1060    3      2  NA  1060
## 1061    4      2  NA  1061
## 1062    5      2  NA  1062
## 1063    0      2   0  1063
## 1064    1      2   0  1064
## 1065    2      2   0  1065
## 1066    3      2   1  1066
## 1067    4      2   2  1067
## 1068    5      2   3  1068
## 1069    0      2   0  1069
## 1070    1      2   0  1070
## 1071    2      2   0  1071
## 1072    3      2   1  1072
## 1073    4      2   2  1073
## 1074    5      2   3  1074
## 1075    0      2  NA  1075
## 1076    1      2  NA  1076
## 1077    2      2  NA  1077
## 1078    3      2  NA  1078
## 1079    4      2  NA  1079
## 1080    5      2  NA  1080
## 1081    0      2   0  1081
## 1082    1      2   0  1082
## 1083    2      2   0  1083
## 1084    3      2   1  1084
## 1085    4      2   2  1085
## 1086    5      2   3  1086
## 1087    0      2   0  1087
## 1088    1      2   0  1088
## 1089    2      2   0  1089
## 1090    3      2   1  1090
## 1091    4      2   2  1091
## 1092    5      2   3  1092
## 1093    0      2   0  1093
## 1094    1      2   0  1094
## 1095    2      2   0  1095
## 1096    3      2   1  1096
## 1097    4      2   2  1097
## 1098    5      2   3  1098
## 1099    0      2  NA  1099
## 1100    1      2  NA  1100
## 1101    2      2  NA  1101
## 1102    3      2  NA  1102
## 1103    4      2  NA  1103
## 1104    5      2  NA  1104
## 1105    0      1   0  1105
## 1106    1      1   0  1106
## 1107    2      1   1  1107
## 1108    3      1   2  1108
## 1109    4      1   3  1109
## 1110    5      1   4  1110
## 1111    0      1   0  1111
## 1112    1      1   0  1112
## 1113    2      1   1  1113
## 1114    3      1   2  1114
## 1115    4      1   3  1115
## 1116    5      1   4  1116
## 1117    0      1  NA  1117
## 1118    1      1  NA  1118
## 1119    2      1  NA  1119
## 1120    3      1  NA  1120
## 1121    4      1  NA  1121
## 1122    5      1  NA  1122
## 1123    0      1   0  1123
## 1124    1      1   0  1124
## 1125    2      1   1  1125
## 1126    3      1   2  1126
## 1127    4      1   3  1127
## 1128    5      1   4  1128
## 1129    0      1   0  1129
## 1130    1      1   0  1130
## 1131    2      1   1  1131
## 1132    3      1   2  1132
## 1133    4      1   3  1133
## 1134    5      1   4  1134
## 1135    0      1   0  1135
## 1136    1      1   0  1136
## 1137    2      1   1  1137
## 1138    3      1   2  1138
## 1139    4      1   3  1139
## 1140    5      1   4  1140
## 1141    0      1   0  1141
## 1142    1      1   0  1142
## 1143    2      1   1  1143
## 1144    3      1   2  1144
## 1145    4      1   3  1145
## 1146    5      1   4  1146
## 1147    0      1  NA  1147
## 1148    1      1  NA  1148
## 1149    2      1  NA  1149
## 1150    3      1  NA  1150
## 1151    4      1  NA  1151
## 1152    5      1  NA  1152
## 1153    0      1   0  1153
## 1154    1      1   0  1154
## 1155    2      1   1  1155
## 1156    3      1   2  1156
## 1157    4      1   3  1157
## 1158    5      1   4  1158
## 1159    0      1   0  1159
## 1160    1      1   0  1160
## 1161    2      1   1  1161
## 1162    3      1   2  1162
## 1163    4      1   3  1163
## 1164    5      1   4  1164
## 1165    0      1   0  1165
## 1166    1      1   0  1166
## 1167    2      1   1  1167
## 1168    3      1   2  1168
## 1169    4      1   3  1169
## 1170    5      1   4  1170
## 1171    0      1  NA  1171
## 1172    1      1  NA  1172
## 1173    2      1  NA  1173
## 1174    3      1  NA  1174
## 1175    4      1  NA  1175
## 1176    5      1  NA  1176
## 1177    0      1  NA  1177
## 1178    1      1  NA  1178
## 1179    2      1  NA  1179
## 1180    3      1  NA  1180
## 1181    4      1  NA  1181
## 1182    5      1  NA  1182
## 1183    0      1   0  1183
## 1184    1      1   0  1184
## 1185    2      1   1  1185
## 1186    3      1   2  1186
## 1187    4      1   3  1187
## 1188    5      1   4  1188
## 1189    0      1   0  1189
## 1190    1      1   0  1190
## 1191    2      1   1  1191
## 1192    3      1   2  1192
## 1193    4      1   3  1193
## 1194    5      1   4  1194
## 1195    0      1  NA  1195
## 1196    1      1  NA  1196
## 1197    2      1  NA  1197
## 1198    3      1  NA  1198
## 1199    4      1  NA  1199
## 1200    5      1  NA  1200
## 1201    0      1  NA  1201
## 1202    1      1  NA  1202
## 1203    2      1  NA  1203
## 1204    3      1  NA  1204
## 1205    4      1  NA  1205
## 1206    5      1  NA  1206
## 1207    0      1   0  1207
## 1208    1      1   0  1208
## 1209    2      1   1  1209
## 1210    3      1   2  1210
## 1211    4      1   3  1211
## 1212    5      1   4  1212
## 1213    0      1  NA  1213
## 1214    1      1  NA  1214
## 1215    2      1  NA  1215
## 1216    3      1  NA  1216
## 1217    4      1  NA  1217
## 1218    5      1  NA  1218
## 1219    0      1   0  1219
## 1220    1      1   0  1220
## 1221    2      1   1  1221
## 1222    3      1   2  1222
## 1223    4      1   3  1223
## 1224    5      1   4  1224
## 1225    0      1   0  1225
## 1226    1      1   0  1226
## 1227    2      1   1  1227
## 1228    3      1   2  1228
## 1229    4      1   3  1229
## 1230    5      1   4  1230
## 1231    0      1  NA  1231
## 1232    1      1  NA  1232
## 1233    2      1  NA  1233
## 1234    3      1  NA  1234
## 1235    4      1  NA  1235
## 1236    5      1  NA  1236
## 1237    0      1  NA  1237
## 1238    1      1  NA  1238
## 1239    2      1  NA  1239
## 1240    3      1  NA  1240
## 1241    4      1  NA  1241
## 1242    5      1  NA  1242
## 1243    0      1   0  1243
## 1244    1      1   0  1244
## 1245    2      1   1  1245
## 1246    3      1   2  1246
## 1247    4      1   3  1247
## 1248    5      1   4  1248
## 1249    0      1   0  1249
## 1250    1      1   0  1250
## 1251    2      1   1  1251
## 1252    3      1   2  1252
## 1253    4      1   3  1253
## 1254    5      1   4  1254
## 1255    0      1  NA  1255
## 1256    1      1  NA  1256
## 1257    2      1  NA  1257
## 1258    3      1  NA  1258
## 1259    4      1  NA  1259
## 1260    5      1  NA  1260
## 1261    0      1  NA  1261
## 1262    1      1  NA  1262
## 1263    2      1  NA  1263
## 1264    3      1  NA  1264
## 1265    4      1  NA  1265
## 1266    5      1  NA  1266
## 1267    0      1   0  1267
## 1268    1      1   0  1268
## 1269    2      1   1  1269
## 1270    3      1   2  1270
## 1271    4      1   3  1271
## 1272    5      1   4  1272
## 1273    0      1   0  1273
## 1274    1      1   0  1274
## 1275    2      1   1  1275
## 1276    3      1   2  1276
## 1277    4      1   3  1277
## 1278    5      1   4  1278
## 1279    0      1   0  1279
## 1280    1      1   0  1280
## 1281    2      1   1  1281
## 1282    3      1   2  1282
## 1283    4      1   3  1283
## 1284    5      1   4  1284
## 1285    0      1   0  1285
## 1286    1      1   0  1286
## 1287    2      1   1  1287
## 1288    3      1   2  1288
## 1289    4      1   3  1289
## 1290    5      1   4  1290
## 1291    0      1   0  1291
## 1292    1      1   0  1292
## 1293    2      1   1  1293
## 1294    3      1   2  1294
## 1295    4      1   3  1295
## 1296    5      1   4  1296
## 1297    0      1   0  1297
## 1298    1      1   0  1298
## 1299    2      1   1  1299
## 1300    3      1   2  1300
## 1301    4      1   3  1301
## 1302    5      1   4  1302
## 1303    0      1   0  1303
## 1304    1      1   0  1304
## 1305    2      1   1  1305
## 1306    3      1   2  1306
## 1307    4      1   3  1307
## 1308    5      1   4  1308
## 1309    0      1  NA  1309
## 1310    1      1  NA  1310
## 1311    2      1  NA  1311
## 1312    3      1  NA  1312
## 1313    4      1  NA  1313
## 1314    5      1  NA  1314
## 1315    0      1   0  1315
## 1316    1      1   0  1316
## 1317    2      1   1  1317
## 1318    3      1   2  1318
## 1319    4      1   3  1319
## 1320    5      1   4  1320
## 1321    0      1  NA  1321
## 1322    1      1  NA  1322
## 1323    2      1  NA  1323
## 1324    3      1  NA  1324
## 1325    4      1  NA  1325
## 1326    5      1  NA  1326
## 1327    0      1   0  1327
## 1328    1      1   0  1328
## 1329    2      1   1  1329
## 1330    3      1   2  1330
## 1331    4      1   3  1331
## 1332    5      1   4  1332
## 1333    0      1   0  1333
## 1334    1      1   0  1334
## 1335    2      1   1  1335
## 1336    3      1   2  1336
## 1337    4      1   3  1337
## 1338    5      1   4  1338
## 1339    0      1   0  1339
## 1340    1      1   0  1340
## 1341    2      1   1  1341
## 1342    3      1   2  1342
## 1343    4      1   3  1343
## 1344    5      1   4  1344
## 1345    0      1   0  1345
## 1346    1      1   0  1346
## 1347    2      1   1  1347
## 1348    3      1   2  1348
## 1349    4      1   3  1349
## 1350    5      1   4  1350
## 1351    0      1   0  1351
## 1352    1      1   0  1352
## 1353    2      1   1  1353
## 1354    3      1   2  1354
## 1355    4      1   3  1355
## 1356    5      1   4  1356
## 1357    0      1  NA  1357
## 1358    1      1  NA  1358
## 1359    2      1  NA  1359
## 1360    3      1  NA  1360
## 1361    4      1  NA  1361
## 1362    5      1  NA  1362
## 1363    0      1   0  1363
## 1364    1      1   0  1364
## 1365    2      1   1  1365
## 1366    3      1   2  1366
## 1367    4      1   3  1367
## 1368    5      1   4  1368
## 1369    0      1  NA  1369
## 1370    1      1  NA  1370
## 1371    2      1  NA  1371
## 1372    3      1  NA  1372
## 1373    4      1  NA  1373
## 1374    5      1  NA  1374
## 1375    0      1   0  1375
## 1376    1      1   0  1376
## 1377    2      1   1  1377
## 1378    3      1   2  1378
## 1379    4      1   3  1379
## 1380    5      1   4  1380
## 1381    0      1   0  1381
## 1382    1      1   0  1382
## 1383    2      1   1  1383
## 1384    3      1   2  1384
## 1385    4      1   3  1385
## 1386    5      1   4  1386
## 1387    0      1   0  1387
## 1388    1      1   0  1388
## 1389    2      1   1  1389
## 1390    3      1   2  1390
## 1391    4      1   3  1391
## 1392    5      1   4  1392
## 1393    0      1   0  1393
## 1394    1      1   0  1394
## 1395    2      1   1  1395
## 1396    3      1   2  1396
## 1397    4      1   3  1397
## 1398    5      1   4  1398
## 1399    0      0   0  1399
## 1400    1      0   1  1400
## 1401    2      0   2  1401
## 1402    3      0   3  1402
## 1403    4      0   4  1403
## 1404    5      0   5  1404
## 1405    0      0   0  1405
## 1406    1      0   1  1406
## 1407    2      0   2  1407
## 1408    3      0   3  1408
## 1409    4      0   4  1409
## 1410    5      0   5  1410
## 1411    0      0   0  1411
## 1412    1      0   1  1412
## 1413    2      0   2  1413
## 1414    3      0   3  1414
## 1415    4      0   4  1415
## 1416    5      0   5  1416
## 1417    0      0   0  1417
## 1418    1      0   1  1418
## 1419    2      0   2  1419
## 1420    3      0   3  1420
## 1421    4      0   4  1421
## 1422    5      0   5  1422
## 1423    0      0  NA  1423
## 1424    1      0  NA  1424
## 1425    2      0  NA  1425
## 1426    3      0  NA  1426
## 1427    4      0  NA  1427
## 1428    5      0  NA  1428
## 1429    0      0  NA  1429
## 1430    1      0  NA  1430
## 1431    2      0  NA  1431
## 1432    3      0  NA  1432
## 1433    4      0  NA  1433
## 1434    5      0  NA  1434
## 1435    0      0   0  1435
## 1436    1      0   1  1436
## 1437    2      0   2  1437
## 1438    3      0   3  1438
## 1439    4      0   4  1439
## 1440    5      0   5  1440
## 1441    0      0  NA  1441
## 1442    1      0  NA  1442
## 1443    2      0  NA  1443
## 1444    3      0  NA  1444
## 1445    4      0  NA  1445
## 1446    5      0  NA  1446
## 1447    0      0   0  1447
## 1448    1      0   1  1448
## 1449    2      0   2  1449
## 1450    3      0   3  1450
## 1451    4      0   4  1451
## 1452    5      0   5  1452
## 1453    0      0  NA  1453
## 1454    1      0  NA  1454
## 1455    2      0  NA  1455
## 1456    3      0  NA  1456
## 1457    4      0  NA  1457
## 1458    5      0  NA  1458
## 1459    0      0   0  1459
## 1460    1      0   1  1460
## 1461    2      0   2  1461
## 1462    3      0   3  1462
## 1463    4      0   4  1463
## 1464    5      0   5  1464
## 1465    0      0  NA  1465
## 1466    1      0  NA  1466
## 1467    2      0  NA  1467
## 1468    3      0  NA  1468
## 1469    4      0  NA  1469
## 1470    5      0  NA  1470
## 1471    0      0   0  1471
## 1472    1      0   1  1472
## 1473    2      0   2  1473
## 1474    3      0   3  1474
## 1475    4      0   4  1475
## 1476    5      0   5  1476
## 1477    0      0  NA  1477
## 1478    1      0  NA  1478
## 1479    2      0  NA  1479
## 1480    3      0  NA  1480
## 1481    4      0  NA  1481
## 1482    5      0  NA  1482
## 1483    0      0   0  1483
## 1484    1      0   1  1484
## 1485    2      0   2  1485
## 1486    3      0   3  1486
## 1487    4      0   4  1487
## 1488    5      0   5  1488
## 1489    0      0  NA  1489
## 1490    1      0  NA  1490
## 1491    2      0  NA  1491
## 1492    3      0  NA  1492
## 1493    4      0  NA  1493
## 1494    5      0  NA  1494
## 1495    0      0  NA  1495
## 1496    1      0  NA  1496
## 1497    2      0  NA  1497
## 1498    3      0  NA  1498
## 1499    4      0  NA  1499
## 1500    5      0  NA  1500
## 1501    0      0   0  1501
## 1502    1      0   1  1502
## 1503    2      0   2  1503
## 1504    3      0   3  1504
## 1505    4      0   4  1505
## 1506    5      0   5  1506
## 1507    0      0   0  1507
## 1508    1      0   1  1508
## 1509    2      0   2  1509
## 1510    3      0   3  1510
## 1511    4      0   4  1511
## 1512    5      0   5  1512
## 1513    0      0   0  1513
## 1514    1      0   1  1514
## 1515    2      0   2  1515
## 1516    3      0   3  1516
## 1517    4      0   4  1517
## 1518    5      0   5  1518
## 1519    0      0   0  1519
## 1520    1      0   1  1520
## 1521    2      0   2  1521
## 1522    3      0   3  1522
## 1523    4      0   4  1523
## 1524    5      0   5  1524
## 1525    0      0  NA  1525
## 1526    1      0  NA  1526
## 1527    2      0  NA  1527
## 1528    3      0  NA  1528
## 1529    4      0  NA  1529
## 1530    5      0  NA  1530
## 1531    0      5   0  1531
## 1532    1      5   0  1532
## 1533    2      5   0  1533
## 1534    3      5   0  1534
## 1535    4      5   0  1535
## 1536    5      5   0  1536
## 1537    0      5   0  1537
## 1538    1      5   0  1538
## 1539    2      5   0  1539
## 1540    3      5   0  1540
## 1541    4      5   0  1541
## 1542    5      5   0  1542
## 1543    0      5   0  1543
## 1544    1      5   0  1544
## 1545    2      5   0  1545
## 1546    3      5   0  1546
## 1547    4      5   0  1547
## 1548    5      5   0  1548
## 1549    0      5   0  1549
## 1550    1      5   0  1550
## 1551    2      5   0  1551
## 1552    3      5   0  1552
## 1553    4      5   0  1553
## 1554    5      5   0  1554
## 1555    0      5   0  1555
## 1556    1      5   0  1556
## 1557    2      5   0  1557
## 1558    3      5   0  1558
## 1559    4      5   0  1559
## 1560    5      5   0  1560
## 1561    0      5  NA  1561
## 1562    1      5  NA  1562
## 1563    2      5  NA  1563
## 1564    3      5  NA  1564
## 1565    4      5  NA  1565
## 1566    5      5  NA  1566
## 1567    0      5   0  1567
## 1568    1      5   0  1568
## 1569    2      5   0  1569
## 1570    3      5   0  1570
## 1571    4      5   0  1571
## 1572    5      5   0  1572
## 1573    0      5   0  1573
## 1574    1      5   0  1574
## 1575    2      5   0  1575
## 1576    3      5   0  1576
## 1577    4      5   0  1577
## 1578    5      5   0  1578
## 1579    0      5   0  1579
## 1580    1      5   0  1580
## 1581    2      5   0  1581
## 1582    3      5   0  1582
## 1583    4      5   0  1583
## 1584    5      5   0  1584
## 1585    0      5  NA  1585
## 1586    1      5  NA  1586
## 1587    2      5  NA  1587
## 1588    3      5  NA  1588
## 1589    4      5  NA  1589
## 1590    5      5  NA  1590
## 1591    0      5   0  1591
## 1592    1      5   0  1592
## 1593    2      5   0  1593
## 1594    3      5   0  1594
## 1595    4      5   0  1595
## 1596    5      5   0  1596
## 1597    0      5  NA  1597
## 1598    1      5  NA  1598
## 1599    2      5  NA  1599
## 1600    3      5  NA  1600
## 1601    4      5  NA  1601
## 1602    5      5  NA  1602
## 1603    0      5   0  1603
## 1604    1      5   0  1604
## 1605    2      5   0  1605
## 1606    3      5   0  1606
## 1607    4      5   0  1607
## 1608    5      5   0  1608
## 1609    0      5   0  1609
## 1610    1      5   0  1610
## 1611    2      5   0  1611
## 1612    3      5   0  1612
## 1613    4      5   0  1613
## 1614    5      5   0  1614
## 1615    0      5   0  1615
## 1616    1      5   0  1616
## 1617    2      5   0  1617
## 1618    3      5   0  1618
## 1619    4      5   0  1619
## 1620    5      5   0  1620
## 1621    0      5   0  1621
## 1622    1      5   0  1622
## 1623    2      5   0  1623
## 1624    3      5   0  1624
## 1625    4      5   0  1625
## 1626    5      5   0  1626
## 1627    0      5   0  1627
## 1628    1      5   0  1628
## 1629    2      5   0  1629
## 1630    3      5   0  1630
## 1631    4      5   0  1631
## 1632    5      5   0  1632
## 1633    0      5  NA  1633
## 1634    1      5  NA  1634
## 1635    2      5  NA  1635
## 1636    3      5  NA  1636
## 1637    4      5  NA  1637
## 1638    5      5  NA  1638
## 1639    0      5  NA  1639
## 1640    1      5  NA  1640
## 1641    2      5  NA  1641
## 1642    3      5  NA  1642
## 1643    4      5  NA  1643
## 1644    5      5  NA  1644
## 1645    0      5   0  1645
## 1646    1      5   0  1646
## 1647    2      5   0  1647
## 1648    3      5   0  1648
## 1649    4      5   0  1649
## 1650    5      5   0  1650
## 1651    0      5   0  1651
## 1652    1      5   0  1652
## 1653    2      5   0  1653
## 1654    3      5   0  1654
## 1655    4      5   0  1655
## 1656    5      5   0  1656
## 1657    0      5   0  1657
## 1658    1      5   0  1658
## 1659    2      5   0  1659
## 1660    3      5   0  1660
## 1661    4      5   0  1661
## 1662    5      5   0  1662
## 1663    0      5   0  1663
## 1664    1      5   0  1664
## 1665    2      5   0  1665
## 1666    3      5   0  1666
## 1667    4      5   0  1667
## 1668    5      5   0  1668
## 1669    0      5   0  1669
## 1670    1      5   0  1670
## 1671    2      5   0  1671
## 1672    3      5   0  1672
## 1673    4      5   0  1673
## 1674    5      5   0  1674
## 1675    0      5  NA  1675
## 1676    1      5  NA  1676
## 1677    2      5  NA  1677
## 1678    3      5  NA  1678
## 1679    4      5  NA  1679
## 1680    5      5  NA  1680
## 1681    0      5   0  1681
## 1682    1      5   0  1682
## 1683    2      5   0  1683
## 1684    3      5   0  1684
## 1685    4      5   0  1685
## 1686    5      5   0  1686
## 1687    0      5   0  1687
## 1688    1      5   0  1688
## 1689    2      5   0  1689
## 1690    3      5   0  1690
## 1691    4      5   0  1691
## 1692    5      5   0  1692
## 1693    0      5  NA  1693
## 1694    1      5  NA  1694
## 1695    2      5  NA  1695
## 1696    3      5  NA  1696
## 1697    4      5  NA  1697
## 1698    5      5  NA  1698
## 1699    0      5  NA  1699
## 1700    1      5  NA  1700
## 1701    2      5  NA  1701
## 1702    3      5  NA  1702
## 1703    4      5  NA  1703
## 1704    5      5  NA  1704
## 1705    0      5   0  1705
## 1706    1      5   0  1706
## 1707    2      5   0  1707
## 1708    3      5   0  1708
## 1709    4      5   0  1709
## 1710    5      5   0  1710
## 1711    0      5   0  1711
## 1712    1      5   0  1712
## 1713    2      5   0  1713
## 1714    3      5   0  1714
## 1715    4      5   0  1715
## 1716    5      5   0  1716
## 1717    0      5   0  1717
## 1718    1      5   0  1718
## 1719    2      5   0  1719
## 1720    3      5   0  1720
## 1721    4      5   0  1721
## 1722    5      5   0  1722
## 1723    0      5  NA  1723
## 1724    1      5  NA  1724
## 1725    2      5  NA  1725
## 1726    3      5  NA  1726
## 1727    4      5  NA  1727
## 1728    5      5  NA  1728
## 1729    0      5  NA  1729
## 1730    1      5  NA  1730
## 1731    2      5  NA  1731
## 1732    3      5  NA  1732
## 1733    4      5  NA  1733
## 1734    5      5  NA  1734
## 1735    0      5  NA  1735
## 1736    1      5  NA  1736
## 1737    2      5  NA  1737
## 1738    3      5  NA  1738
## 1739    4      5  NA  1739
## 1740    5      5  NA  1740
## 1741    0      5  NA  1741
## 1742    1      5  NA  1742
## 1743    2      5  NA  1743
## 1744    3      5  NA  1744
## 1745    4      5  NA  1745
## 1746    5      5  NA  1746
## 1747    0      5  NA  1747
## 1748    1      5  NA  1748
## 1749    2      5  NA  1749
## 1750    3      5  NA  1750
## 1751    4      5  NA  1751
## 1752    5      5  NA  1752
## 1753    0      5  NA  1753
## 1754    1      5  NA  1754
## 1755    2      5  NA  1755
## 1756    3      5  NA  1756
## 1757    4      5  NA  1757
## 1758    5      5  NA  1758
## 1759    0      5  NA  1759
## 1760    1      5  NA  1760
## 1761    2      5  NA  1761
## 1762    3      5  NA  1762
## 1763    4      5  NA  1763
## 1764    5      5  NA  1764
## 1765    0      5   0  1765
## 1766    1      5   0  1766
## 1767    2      5   0  1767
## 1768    3      5   0  1768
## 1769    4      5   0  1769
## 1770    5      5   0  1770
## 1771    0      5   0  1771
## 1772    1      5   0  1772
## 1773    2      5   0  1773
## 1774    3      5   0  1774
## 1775    4      5   0  1775
## 1776    5      5   0  1776
## 1777    0      5   0  1777
## 1778    1      5   0  1778
## 1779    2      5   0  1779
## 1780    3      5   0  1780
## 1781    4      5   0  1781
## 1782    5      5   0  1782
## 1783    0      5  NA  1783
## 1784    1      5  NA  1784
## 1785    2      5  NA  1785
## 1786    3      5  NA  1786
## 1787    4      5  NA  1787
## 1788    5      5  NA  1788
## 1789    0      5   0  1789
## 1790    1      5   0  1790
## 1791    2      5   0  1791
## 1792    3      5   0  1792
## 1793    4      5   0  1793
## 1794    5      5   0  1794
## 1795    0      5   0  1795
## 1796    1      5   0  1796
## 1797    2      5   0  1797
## 1798    3      5   0  1798
## 1799    4      5   0  1799
## 1800    5      5   0  1800
## 1801    0      5   0  1801
## 1802    1      5   0  1802
## 1803    2      5   0  1803
## 1804    3      5   0  1804
## 1805    4      5   0  1805
## 1806    5      5   0  1806
## 1807    0      4   0  1807
## 1808    1      4   0  1808
## 1809    2      4   0  1809
## 1810    3      4   0  1810
## 1811    4      4   0  1811
## 1812    5      4   1  1812
## 1813    0      4   0  1813
## 1814    1      4   0  1814
## 1815    2      4   0  1815
## 1816    3      4   0  1816
## 1817    4      4   0  1817
## 1818    5      4   1  1818
## 1819    0      4   0  1819
## 1820    1      4   0  1820
## 1821    2      4   0  1821
## 1822    3      4   0  1822
## 1823    4      4   0  1823
## 1824    5      4   1  1824
## 1825    0      4  NA  1825
## 1826    1      4  NA  1826
## 1827    2      4  NA  1827
## 1828    3      4  NA  1828
## 1829    4      4  NA  1829
## 1830    5      4  NA  1830
## 1831    0      4  NA  1831
## 1832    1      4  NA  1832
## 1833    2      4  NA  1833
## 1834    3      4  NA  1834
## 1835    4      4  NA  1835
## 1836    5      4  NA  1836
## 1837    0      4  NA  1837
## 1838    1      4  NA  1838
## 1839    2      4  NA  1839
## 1840    3      4  NA  1840
## 1841    4      4  NA  1841
## 1842    5      4  NA  1842
## 1843    0      4  NA  1843
## 1844    1      4  NA  1844
## 1845    2      4  NA  1845
## 1846    3      4  NA  1846
## 1847    4      4  NA  1847
## 1848    5      4  NA  1848
## 1849    0      4   0  1849
## 1850    1      4   0  1850
## 1851    2      4   0  1851
## 1852    3      4   0  1852
## 1853    4      4   0  1853
## 1854    5      4   1  1854
## 1855    0      4  NA  1855
## 1856    1      4  NA  1856
## 1857    2      4  NA  1857
## 1858    3      4  NA  1858
## 1859    4      4  NA  1859
## 1860    5      4  NA  1860
## 1861    0      4   0  1861
## 1862    1      4   0  1862
## 1863    2      4   0  1863
## 1864    3      4   0  1864
## 1865    4      4   0  1865
## 1866    5      4   1  1866
## 1867    0      4   0  1867
## 1868    1      4   0  1868
## 1869    2      4   0  1869
## 1870    3      4   0  1870
## 1871    4      4   0  1871
## 1872    5      4   1  1872
## 1873    0      4   0  1873
## 1874    1      4   0  1874
## 1875    2      4   0  1875
## 1876    3      4   0  1876
## 1877    4      4   0  1877
## 1878    5      4   1  1878
## 1879    0      4   0  1879
## 1880    1      4   0  1880
## 1881    2      4   0  1881
## 1882    3      4   0  1882
## 1883    4      4   0  1883
## 1884    5      4   1  1884
## 1885    0      4  NA  1885
## 1886    1      4  NA  1886
## 1887    2      4  NA  1887
## 1888    3      4  NA  1888
## 1889    4      4  NA  1889
## 1890    5      4  NA  1890
## 1891    0      4   0  1891
## 1892    1      4   0  1892
## 1893    2      4   0  1893
## 1894    3      4   0  1894
## 1895    4      4   0  1895
## 1896    5      4   1  1896
## 1897    0      4   0  1897
## 1898    1      4   0  1898
## 1899    2      4   0  1899
## 1900    3      4   0  1900
## 1901    4      4   0  1901
## 1902    5      4   1  1902
## 1903    0      4  NA  1903
## 1904    1      4  NA  1904
## 1905    2      4  NA  1905
## 1906    3      4  NA  1906
## 1907    4      4  NA  1907
## 1908    5      4  NA  1908
## 1909    0      4   0  1909
## 1910    1      4   0  1910
## 1911    2      4   0  1911
## 1912    3      4   0  1912
## 1913    4      4   0  1913
## 1914    5      4   1  1914
## 1915    0      4   0  1915
## 1916    1      4   0  1916
## 1917    2      4   0  1917
## 1918    3      4   0  1918
## 1919    4      4   0  1919
## 1920    5      4   1  1920
## 1921    0      4   0  1921
## 1922    1      4   0  1922
## 1923    2      4   0  1923
## 1924    3      4   0  1924
## 1925    4      4   0  1925
## 1926    5      4   1  1926
## 1927    0      4   0  1927
## 1928    1      4   0  1928
## 1929    2      4   0  1929
## 1930    3      4   0  1930
## 1931    4      4   0  1931
## 1932    5      4   1  1932
## 1933    0      4   0  1933
## 1934    1      4   0  1934
## 1935    2      4   0  1935
## 1936    3      4   0  1936
## 1937    4      4   0  1937
## 1938    5      4   1  1938
## 1939    0      4  NA  1939
## 1940    1      4  NA  1940
## 1941    2      4  NA  1941
## 1942    3      4  NA  1942
## 1943    4      4  NA  1943
## 1944    5      4  NA  1944
## 1945    0      4   0  1945
## 1946    1      4   0  1946
## 1947    2      4   0  1947
## 1948    3      4   0  1948
## 1949    4      4   0  1949
## 1950    5      4   1  1950
## 1951    0      4   0  1951
## 1952    1      4   0  1952
## 1953    2      4   0  1953
## 1954    3      4   0  1954
## 1955    4      4   0  1955
## 1956    5      4   1  1956
## 1957    0      4   0  1957
## 1958    1      4   0  1958
## 1959    2      4   0  1959
## 1960    3      4   0  1960
## 1961    4      4   0  1961
## 1962    5      4   1  1962
## 1963    0      4   0  1963
## 1964    1      4   0  1964
## 1965    2      4   0  1965
## 1966    3      4   0  1966
## 1967    4      4   0  1967
## 1968    5      4   1  1968
## 1969    0      4  NA  1969
## 1970    1      4  NA  1970
## 1971    2      4  NA  1971
## 1972    3      4  NA  1972
## 1973    4      4  NA  1973
## 1974    5      4  NA  1974
## 1975    0      4   0  1975
## 1976    1      4   0  1976
## 1977    2      4   0  1977
## 1978    3      4   0  1978
## 1979    4      4   0  1979
## 1980    5      4   1  1980
## 1981    0      4   0  1981
## 1982    1      4   0  1982
## 1983    2      4   0  1983
## 1984    3      4   0  1984
## 1985    4      4   0  1985
## 1986    5      4   1  1986
## 1987    0      4  NA  1987
## 1988    1      4  NA  1988
## 1989    2      4  NA  1989
## 1990    3      4  NA  1990
## 1991    4      4  NA  1991
## 1992    5      4  NA  1992
## 1993    0      4  NA  1993
## 1994    1      4  NA  1994
## 1995    2      4  NA  1995
## 1996    3      4  NA  1996
## 1997    4      4  NA  1997
## 1998    5      4  NA  1998
## 1999    0      4   0  1999
## 2000    1      4   0  2000
## 2001    2      4   0  2001
## 2002    3      4   0  2002
## 2003    4      4   0  2003
## 2004    5      4   1  2004
## 2005    0      4  NA  2005
## 2006    1      4  NA  2006
## 2007    2      4  NA  2007
## 2008    3      4  NA  2008
## 2009    4      4  NA  2009
## 2010    5      4  NA  2010
## 2011    0      4   0  2011
## 2012    1      4   0  2012
## 2013    2      4   0  2013
## 2014    3      4   0  2014
## 2015    4      4   0  2015
## 2016    5      4   1  2016
## 2017    0      4   0  2017
## 2018    1      4   0  2018
## 2019    2      4   0  2019
## 2020    3      4   0  2020
## 2021    4      4   0  2021
## 2022    5      4   1  2022
## 2023    0      4   0  2023
## 2024    1      4   0  2024
## 2025    2      4   0  2025
## 2026    3      4   0  2026
## 2027    4      4   0  2027
## 2028    5      4   1  2028
## 2029    0      4   0  2029
## 2030    1      4   0  2030
## 2031    2      4   0  2031
## 2032    3      4   0  2032
## 2033    4      4   0  2033
## 2034    5      4   1  2034
## 2035    0      4   0  2035
## 2036    1      4   0  2036
## 2037    2      4   0  2037
## 2038    3      4   0  2038
## 2039    4      4   0  2039
## 2040    5      4   1  2040
## 2041    0      4  NA  2041
## 2042    1      4  NA  2042
## 2043    2      4  NA  2043
## 2044    3      4  NA  2044
## 2045    4      4  NA  2045
## 2046    5      4  NA  2046
## 2047    0      4   0  2047
## 2048    1      4   0  2048
## 2049    2      4   0  2049
## 2050    3      4   0  2050
## 2051    4      4   0  2051
## 2052    5      4   1  2052
## 2053    0      3  NA  2053
## 2054    1      3  NA  2054
## 2055    2      3  NA  2055
## 2056    3      3  NA  2056
## 2057    4      3  NA  2057
## 2058    5      3  NA  2058
## 2059    0      3   0  2059
## 2060    1      3   0  2060
## 2061    2      3   0  2061
## 2062    3      3   0  2062
## 2063    4      3   1  2063
## 2064    5      3   2  2064
## 2065    0      3   0  2065
## 2066    1      3   0  2066
## 2067    2      3   0  2067
## 2068    3      3   0  2068
## 2069    4      3   1  2069
## 2070    5      3   2  2070
## 2071    0      3   0  2071
## 2072    1      3   0  2072
## 2073    2      3   0  2073
## 2074    3      3   0  2074
## 2075    4      3   1  2075
## 2076    5      3   2  2076
## 2077    0      3  NA  2077
## 2078    1      3  NA  2078
## 2079    2      3  NA  2079
## 2080    3      3  NA  2080
## 2081    4      3  NA  2081
## 2082    5      3  NA  2082
## 2083    0      3  NA  2083
## 2084    1      3  NA  2084
## 2085    2      3  NA  2085
## 2086    3      3  NA  2086
## 2087    4      3  NA  2087
## 2088    5      3  NA  2088
## 2089    0      3  NA  2089
## 2090    1      3  NA  2090
## 2091    2      3  NA  2091
## 2092    3      3  NA  2092
## 2093    4      3  NA  2093
## 2094    5      3  NA  2094
## 2095    0      3   0  2095
## 2096    1      3   0  2096
## 2097    2      3   0  2097
## 2098    3      3   0  2098
## 2099    4      3   1  2099
## 2100    5      3   2  2100
## 2101    0      3   0  2101
## 2102    1      3   0  2102
## 2103    2      3   0  2103
## 2104    3      3   0  2104
## 2105    4      3   1  2105
## 2106    5      3   2  2106
## 2107    0      3  NA  2107
## 2108    1      3  NA  2108
## 2109    2      3  NA  2109
## 2110    3      3  NA  2110
## 2111    4      3  NA  2111
## 2112    5      3  NA  2112
## 2113    0      3   0  2113
## 2114    1      3   0  2114
## 2115    2      3   0  2115
## 2116    3      3   0  2116
## 2117    4      3   1  2117
## 2118    5      3   2  2118
## 2119    0      3   0  2119
## 2120    1      3   0  2120
## 2121    2      3   0  2121
## 2122    3      3   0  2122
## 2123    4      3   1  2123
## 2124    5      3   2  2124
## 2125    0      3  NA  2125
## 2126    1      3  NA  2126
## 2127    2      3  NA  2127
## 2128    3      3  NA  2128
## 2129    4      3  NA  2129
## 2130    5      3  NA  2130
## 2131    0      3   0  2131
## 2132    1      3   0  2132
## 2133    2      3   0  2133
## 2134    3      3   0  2134
## 2135    4      3   1  2135
## 2136    5      3   2  2136
## 2137    0      3  NA  2137
## 2138    1      3  NA  2138
## 2139    2      3  NA  2139
## 2140    3      3  NA  2140
## 2141    4      3  NA  2141
## 2142    5      3  NA  2142
## 2143    0      3   0  2143
## 2144    1      3   0  2144
## 2145    2      3   0  2145
## 2146    3      3   0  2146
## 2147    4      3   1  2147
## 2148    5      3   2  2148
## 2149    0      3   0  2149
## 2150    1      3   0  2150
## 2151    2      3   0  2151
## 2152    3      3   0  2152
## 2153    4      3   1  2153
## 2154    5      3   2  2154
## 2155    0      3  NA  2155
## 2156    1      3  NA  2156
## 2157    2      3  NA  2157
## 2158    3      3  NA  2158
## 2159    4      3  NA  2159
## 2160    5      3  NA  2160
## 2161    0      3   0  2161
## 2162    1      3   0  2162
## 2163    2      3   0  2163
## 2164    3      3   0  2164
## 2165    4      3   1  2165
## 2166    5      3   2  2166
## 2167    0      3   0  2167
## 2168    1      3   0  2168
## 2169    2      3   0  2169
## 2170    3      3   0  2170
## 2171    4      3   1  2171
## 2172    5      3   2  2172
## 2173    0      3   0  2173
## 2174    1      3   0  2174
## 2175    2      3   0  2175
## 2176    3      3   0  2176
## 2177    4      3   1  2177
## 2178    5      3   2  2178
## 2179    0      3  NA  2179
## 2180    1      3  NA  2180
## 2181    2      3  NA  2181
## 2182    3      3  NA  2182
## 2183    4      3  NA  2183
## 2184    5      3  NA  2184
## 2185    0      3  NA  2185
## 2186    1      3  NA  2186
## 2187    2      3  NA  2187
## 2188    3      3  NA  2188
## 2189    4      3  NA  2189
## 2190    5      3  NA  2190
## 2191    0      3  NA  2191
## 2192    1      3  NA  2192
## 2193    2      3  NA  2193
## 2194    3      3  NA  2194
## 2195    4      3  NA  2195
## 2196    5      3  NA  2196
## 2197    0      3   0  2197
## 2198    1      3   0  2198
## 2199    2      3   0  2199
## 2200    3      3   0  2200
## 2201    4      3   1  2201
## 2202    5      3   2  2202
## 2203    0      3  NA  2203
## 2204    1      3  NA  2204
## 2205    2      3  NA  2205
## 2206    3      3  NA  2206
## 2207    4      3  NA  2207
## 2208    5      3  NA  2208
## 2209    0      3  NA  2209
## 2210    1      3  NA  2210
## 2211    2      3  NA  2211
## 2212    3      3  NA  2212
## 2213    4      3  NA  2213
## 2214    5      3  NA  2214
## 2215    0      3   0  2215
## 2216    1      3   0  2216
## 2217    2      3   0  2217
## 2218    3      3   0  2218
## 2219    4      3   1  2219
## 2220    5      3   2  2220
## 2221    0      3  NA  2221
## 2222    1      3  NA  2222
## 2223    2      3  NA  2223
## 2224    3      3  NA  2224
## 2225    4      3  NA  2225
## 2226    5      3  NA  2226
## 2227    0      3   0  2227
## 2228    1      3   0  2228
## 2229    2      3   0  2229
## 2230    3      3   0  2230
## 2231    4      3   1  2231
## 2232    5      3   2  2232
## 2233    0      3  NA  2233
## 2234    1      3  NA  2234
## 2235    2      3  NA  2235
## 2236    3      3  NA  2236
## 2237    4      3  NA  2237
## 2238    5      3  NA  2238
## 2239    0      3   0  2239
## 2240    1      3   0  2240
## 2241    2      3   0  2241
## 2242    3      3   0  2242
## 2243    4      3   1  2243
## 2244    5      3   2  2244
## 2245    0      3  NA  2245
## 2246    1      3  NA  2246
## 2247    2      3  NA  2247
## 2248    3      3  NA  2248
## 2249    4      3  NA  2249
## 2250    5      3  NA  2250
## 2251    0      3  NA  2251
## 2252    1      3  NA  2252
## 2253    2      3  NA  2253
## 2254    3      3  NA  2254
## 2255    4      3  NA  2255
## 2256    5      3  NA  2256
## 2257    0      3  NA  2257
## 2258    1      3  NA  2258
## 2259    2      3  NA  2259
## 2260    3      3  NA  2260
## 2261    4      3  NA  2261
## 2262    5      3  NA  2262
## 2263    0      3   0  2263
## 2264    1      3   0  2264
## 2265    2      3   0  2265
## 2266    3      3   0  2266
## 2267    4      3   1  2267
## 2268    5      3   2  2268
## 2269    0      3  NA  2269
## 2270    1      3  NA  2270
## 2271    2      3  NA  2271
## 2272    3      3  NA  2272
## 2273    4      3  NA  2273
## 2274    5      3  NA  2274
## 2275    0      3   0  2275
## 2276    1      3   0  2276
## 2277    2      3   0  2277
## 2278    3      3   0  2278
## 2279    4      3   1  2279
## 2280    5      3   2  2280
## 2281    0      3   0  2281
## 2282    1      3   0  2282
## 2283    2      3   0  2283
## 2284    3      3   0  2284
## 2285    4      3   1  2285
## 2286    5      3   2  2286
## 2287    0      3  NA  2287
## 2288    1      3  NA  2288
## 2289    2      3  NA  2289
## 2290    3      3  NA  2290
## 2291    4      3  NA  2291
## 2292    5      3  NA  2292
## 2293    0      3  NA  2293
## 2294    1      3  NA  2294
## 2295    2      3  NA  2295
## 2296    3      3  NA  2296
## 2297    4      3  NA  2297
## 2298    5      3  NA  2298
## 2299    0      3   0  2299
## 2300    1      3   0  2300
## 2301    2      3   0  2301
## 2302    3      3   0  2302
## 2303    4      3   1  2303
## 2304    5      3   2  2304
## 2305    0      3   0  2305
## 2306    1      3   0  2306
## 2307    2      3   0  2307
## 2308    3      3   0  2308
## 2309    4      3   1  2309
## 2310    5      3   2  2310
## 2311    0      3   0  2311
## 2312    1      3   0  2312
## 2313    2      3   0  2313
## 2314    3      3   0  2314
## 2315    4      3   1  2315
## 2316    5      3   2  2316
## 2317    0      3  NA  2317
## 2318    1      3  NA  2318
## 2319    2      3  NA  2319
## 2320    3      3  NA  2320
## 2321    4      3  NA  2321
## 2322    5      3  NA  2322
## 2323    0      2  NA  2323
## 2324    1      2  NA  2324
## 2325    2      2  NA  2325
## 2326    3      2  NA  2326
## 2327    4      2  NA  2327
## 2328    5      2  NA  2328
## 2329    0      2  NA  2329
## 2330    1      2  NA  2330
## 2331    2      2  NA  2331
## 2332    3      2  NA  2332
## 2333    4      2  NA  2333
## 2334    5      2  NA  2334
## 2335    0      2  NA  2335
## 2336    1      2  NA  2336
## 2337    2      2  NA  2337
## 2338    3      2  NA  2338
## 2339    4      2  NA  2339
## 2340    5      2  NA  2340
## 2341    0      2   0  2341
## 2342    1      2   0  2342
## 2343    2      2   0  2343
## 2344    3      2   1  2344
## 2345    4      2   2  2345
## 2346    5      2   3  2346
## 2347    0      2  NA  2347
## 2348    1      2  NA  2348
## 2349    2      2  NA  2349
## 2350    3      2  NA  2350
## 2351    4      2  NA  2351
## 2352    5      2  NA  2352
## 2353    0      2   0  2353
## 2354    1      2   0  2354
## 2355    2      2   0  2355
## 2356    3      2   1  2356
## 2357    4      2   2  2357
## 2358    5      2   3  2358
## 2359    0      2   0  2359
## 2360    1      2   0  2360
## 2361    2      2   0  2361
## 2362    3      2   1  2362
## 2363    4      2   2  2363
## 2364    5      2   3  2364
## 2365    0      2   0  2365
## 2366    1      2   0  2366
## 2367    2      2   0  2367
## 2368    3      2   1  2368
## 2369    4      2   2  2369
## 2370    5      2   3  2370
## 2371    0      2   0  2371
## 2372    1      2   0  2372
## 2373    2      2   0  2373
## 2374    3      2   1  2374
## 2375    4      2   2  2375
## 2376    5      2   3  2376
## 2377    0      2   0  2377
## 2378    1      2   0  2378
## 2379    2      2   0  2379
## 2380    3      2   1  2380
## 2381    4      2   2  2381
## 2382    5      2   3  2382
## 2383    0      2   0  2383
## 2384    1      2   0  2384
## 2385    2      2   0  2385
## 2386    3      2   1  2386
## 2387    4      2   2  2387
## 2388    5      2   3  2388
## 2389    0      2   0  2389
## 2390    1      2   0  2390
## 2391    2      2   0  2391
## 2392    3      2   1  2392
## 2393    4      2   2  2393
## 2394    5      2   3  2394
## 2395    0      2   0  2395
## 2396    1      2   0  2396
## 2397    2      2   0  2397
## 2398    3      2   1  2398
## 2399    4      2   2  2399
## 2400    5      2   3  2400
## 2401    0      2  NA  2401
## 2402    1      2  NA  2402
## 2403    2      2  NA  2403
## 2404    3      2  NA  2404
## 2405    4      2  NA  2405
## 2406    5      2  NA  2406
## 2407    0      2  NA  2407
## 2408    1      2  NA  2408
## 2409    2      2  NA  2409
## 2410    3      2  NA  2410
## 2411    4      2  NA  2411
## 2412    5      2  NA  2412
## 2413    0      2   0  2413
## 2414    1      2   0  2414
## 2415    2      2   0  2415
## 2416    3      2   1  2416
## 2417    4      2   2  2417
## 2418    5      2   3  2418
## 2419    0      2   0  2419
## 2420    1      2   0  2420
## 2421    2      2   0  2421
## 2422    3      2   1  2422
## 2423    4      2   2  2423
## 2424    5      2   3  2424
## 2425    0      2   0  2425
## 2426    1      2   0  2426
## 2427    2      2   0  2427
## 2428    3      2   1  2428
## 2429    4      2   2  2429
## 2430    5      2   3  2430
## 2431    0      2  NA  2431
## 2432    1      2  NA  2432
## 2433    2      2  NA  2433
## 2434    3      2  NA  2434
## 2435    4      2  NA  2435
## 2436    5      2  NA  2436
## 2437    0      2   0  2437
## 2438    1      2   0  2438
## 2439    2      2   0  2439
## 2440    3      2   1  2440
## 2441    4      2   2  2441
## 2442    5      2   3  2442
## 2443    0      2  NA  2443
## 2444    1      2  NA  2444
## 2445    2      2  NA  2445
## 2446    3      2  NA  2446
## 2447    4      2  NA  2447
## 2448    5      2  NA  2448
## 2449    0      2  NA  2449
## 2450    1      2  NA  2450
## 2451    2      2  NA  2451
## 2452    3      2  NA  2452
## 2453    4      2  NA  2453
## 2454    5      2  NA  2454
## 2455    0      2   0  2455
## 2456    1      2   0  2456
## 2457    2      2   0  2457
## 2458    3      2   1  2458
## 2459    4      2   2  2459
## 2460    5      2   3  2460
## 2461    0      2   0  2461
## 2462    1      2   0  2462
## 2463    2      2   0  2463
## 2464    3      2   1  2464
## 2465    4      2   2  2465
## 2466    5      2   3  2466
## 2467    0      2  NA  2467
## 2468    1      2  NA  2468
## 2469    2      2  NA  2469
## 2470    3      2  NA  2470
## 2471    4      2  NA  2471
## 2472    5      2  NA  2472
## 2473    0      2   0  2473
## 2474    1      2   0  2474
## 2475    2      2   0  2475
## 2476    3      2   1  2476
## 2477    4      2   2  2477
## 2478    5      2   3  2478
## 2479    0      2   0  2479
## 2480    1      2   0  2480
## 2481    2      2   0  2481
## 2482    3      2   1  2482
## 2483    4      2   2  2483
## 2484    5      2   3  2484
## 2485    0      2  NA  2485
## 2486    1      2  NA  2486
## 2487    2      2  NA  2487
## 2488    3      2  NA  2488
## 2489    4      2  NA  2489
## 2490    5      2  NA  2490
## 2491    0      2   0  2491
## 2492    1      2   0  2492
## 2493    2      2   0  2493
## 2494    3      2   1  2494
## 2495    4      2   2  2495
## 2496    5      2   3  2496
## 2497    0      2  NA  2497
## 2498    1      2  NA  2498
## 2499    2      2  NA  2499
## 2500    3      2  NA  2500
## 2501    4      2  NA  2501
## 2502    5      2  NA  2502
## 2503    0      2   0  2503
## 2504    1      2   0  2504
## 2505    2      2   0  2505
## 2506    3      2   1  2506
## 2507    4      2   2  2507
## 2508    5      2   3  2508
## 2509    0      2  NA  2509
## 2510    1      2  NA  2510
## 2511    2      2  NA  2511
## 2512    3      2  NA  2512
## 2513    4      2  NA  2513
## 2514    5      2  NA  2514
## 2515    0      2  NA  2515
## 2516    1      2  NA  2516
## 2517    2      2  NA  2517
## 2518    3      2  NA  2518
## 2519    4      2  NA  2519
## 2520    5      2  NA  2520
## 2521    0      2  NA  2521
## 2522    1      2  NA  2522
## 2523    2      2  NA  2523
## 2524    3      2  NA  2524
## 2525    4      2  NA  2525
## 2526    5      2  NA  2526
## 2527    0      2  NA  2527
## 2528    1      2  NA  2528
## 2529    2      2  NA  2529
## 2530    3      2  NA  2530
## 2531    4      2  NA  2531
## 2532    5      2  NA  2532
## 2533    0      2  NA  2533
## 2534    1      2  NA  2534
## 2535    2      2  NA  2535
## 2536    3      2  NA  2536
## 2537    4      2  NA  2537
## 2538    5      2  NA  2538
## 2539    0      2   0  2539
## 2540    1      2   0  2540
## 2541    2      2   0  2541
## 2542    3      2   1  2542
## 2543    4      2   2  2543
## 2544    5      2   3  2544
## 2545    0      2   0  2545
## 2546    1      2   0  2546
## 2547    2      2   0  2547
## 2548    3      2   1  2548
## 2549    4      2   2  2549
## 2550    5      2   3  2550
## 2551    0      2   0  2551
## 2552    1      2   0  2552
## 2553    2      2   0  2553
## 2554    3      2   1  2554
## 2555    4      2   2  2555
## 2556    5      2   3  2556
## 2557    0      2   0  2557
## 2558    1      2   0  2558
## 2559    2      2   0  2559
## 2560    3      2   1  2560
## 2561    4      2   2  2561
## 2562    5      2   3  2562
## 2563    0      2   0  2563
## 2564    1      2   0  2564
## 2565    2      2   0  2565
## 2566    3      2   1  2566
## 2567    4      2   2  2567
## 2568    5      2   3  2568
## 2569    0      2   0  2569
## 2570    1      2   0  2570
## 2571    2      2   0  2571
## 2572    3      2   1  2572
## 2573    4      2   2  2573
## 2574    5      2   3  2574
## 2575    0      2   0  2575
## 2576    1      2   0  2576
## 2577    2      2   0  2577
## 2578    3      2   1  2578
## 2579    4      2   2  2579
## 2580    5      2   3  2580
## 2581    0      2   0  2581
## 2582    1      2   0  2582
## 2583    2      2   0  2583
## 2584    3      2   1  2584
## 2585    4      2   2  2585
## 2586    5      2   3  2586
## 2587    0      2  NA  2587
## 2588    1      2  NA  2588
## 2589    2      2  NA  2589
## 2590    3      2  NA  2590
## 2591    4      2  NA  2591
## 2592    5      2  NA  2592
## 2593    0      2  NA  2593
## 2594    1      2  NA  2594
## 2595    2      2  NA  2595
## 2596    3      2  NA  2596
## 2597    4      2  NA  2597
## 2598    5      2  NA  2598
## 2599    0      2  NA  2599
## 2600    1      2  NA  2600
## 2601    2      2  NA  2601
## 2602    3      2  NA  2602
## 2603    4      2  NA  2603
## 2604    5      2  NA  2604
## 2605    0      2  NA  2605
## 2606    1      2  NA  2606
## 2607    2      2  NA  2607
## 2608    3      2  NA  2608
## 2609    4      2  NA  2609
## 2610    5      2  NA  2610
## 2611    0      2   0  2611
## 2612    1      2   0  2612
## 2613    2      2   0  2613
## 2614    3      2   1  2614
## 2615    4      2   2  2615
## 2616    5      2   3  2616
## 2617    0      2  NA  2617
## 2618    1      2  NA  2618
## 2619    2      2  NA  2619
## 2620    3      2  NA  2620
## 2621    4      2  NA  2621
## 2622    5      2  NA  2622
## 2623    0      2   0  2623
## 2624    1      2   0  2624
## 2625    2      2   0  2625
## 2626    3      2   1  2626
## 2627    4      2   2  2627
## 2628    5      2   3  2628
## 2629    0      2   0  2629
## 2630    1      2   0  2630
## 2631    2      2   0  2631
## 2632    3      2   1  2632
## 2633    4      2   2  2633
## 2634    5      2   3  2634
## 2635    0      1   0  2635
## 2636    1      1   0  2636
## 2637    2      1   1  2637
## 2638    3      1   2  2638
## 2639    4      1   3  2639
## 2640    5      1   4  2640
## 2641    0      1   0  2641
## 2642    1      1   0  2642
## 2643    2      1   1  2643
## 2644    3      1   2  2644
## 2645    4      1   3  2645
## 2646    5      1   4  2646
## 2647    0      1  NA  2647
## 2648    1      1  NA  2648
## 2649    2      1  NA  2649
## 2650    3      1  NA  2650
## 2651    4      1  NA  2651
## 2652    5      1  NA  2652
## 2653    0      1   0  2653
## 2654    1      1   0  2654
## 2655    2      1   1  2655
## 2656    3      1   2  2656
## 2657    4      1   3  2657
## 2658    5      1   4  2658
## 2659    0      1  NA  2659
## 2660    1      1  NA  2660
## 2661    2      1  NA  2661
## 2662    3      1  NA  2662
## 2663    4      1  NA  2663
## 2664    5      1  NA  2664
## 2665    0      1   0  2665
## 2666    1      1   0  2666
## 2667    2      1   1  2667
## 2668    3      1   2  2668
## 2669    4      1   3  2669
## 2670    5      1   4  2670
## 2671    0      1   0  2671
## 2672    1      1   0  2672
## 2673    2      1   1  2673
## 2674    3      1   2  2674
## 2675    4      1   3  2675
## 2676    5      1   4  2676
## 2677    0      1  NA  2677
## 2678    1      1  NA  2678
## 2679    2      1  NA  2679
## 2680    3      1  NA  2680
## 2681    4      1  NA  2681
## 2682    5      1  NA  2682
## 2683    0      1   0  2683
## 2684    1      1   0  2684
## 2685    2      1   1  2685
## 2686    3      1   2  2686
## 2687    4      1   3  2687
## 2688    5      1   4  2688
## 2689    0      1   0  2689
## 2690    1      1   0  2690
## 2691    2      1   1  2691
## 2692    3      1   2  2692
## 2693    4      1   3  2693
## 2694    5      1   4  2694
## 2695    0      1  NA  2695
## 2696    1      1  NA  2696
## 2697    2      1  NA  2697
## 2698    3      1  NA  2698
## 2699    4      1  NA  2699
## 2700    5      1  NA  2700
## 2701    0      1   0  2701
## 2702    1      1   0  2702
## 2703    2      1   1  2703
## 2704    3      1   2  2704
## 2705    4      1   3  2705
## 2706    5      1   4  2706
## 2707    0      1   0  2707
## 2708    1      1   0  2708
## 2709    2      1   1  2709
## 2710    3      1   2  2710
## 2711    4      1   3  2711
## 2712    5      1   4  2712
## 2713    0      1   0  2713
## 2714    1      1   0  2714
## 2715    2      1   1  2715
## 2716    3      1   2  2716
## 2717    4      1   3  2717
## 2718    5      1   4  2718
## 2719    0      1  NA  2719
## 2720    1      1  NA  2720
## 2721    2      1  NA  2721
## 2722    3      1  NA  2722
## 2723    4      1  NA  2723
## 2724    5      1  NA  2724
## 2725    0      1  NA  2725
## 2726    1      1  NA  2726
## 2727    2      1  NA  2727
## 2728    3      1  NA  2728
## 2729    4      1  NA  2729
## 2730    5      1  NA  2730
## 2731    0      1   0  2731
## 2732    1      1   0  2732
## 2733    2      1   1  2733
## 2734    3      1   2  2734
## 2735    4      1   3  2735
## 2736    5      1   4  2736
## 2737    0      1   0  2737
## 2738    1      1   0  2738
## 2739    2      1   1  2739
## 2740    3      1   2  2740
## 2741    4      1   3  2741
## 2742    5      1   4  2742
## 2743    0      1   0  2743
## 2744    1      1   0  2744
## 2745    2      1   1  2745
## 2746    3      1   2  2746
## 2747    4      1   3  2747
## 2748    5      1   4  2748
## 2749    0      1   0  2749
## 2750    1      1   0  2750
## 2751    2      1   1  2751
## 2752    3      1   2  2752
## 2753    4      1   3  2753
## 2754    5      1   4  2754
## 2755    0      1   0  2755
## 2756    1      1   0  2756
## 2757    2      1   1  2757
## 2758    3      1   2  2758
## 2759    4      1   3  2759
## 2760    5      1   4  2760
## 2761    0      1   0  2761
## 2762    1      1   0  2762
## 2763    2      1   1  2763
## 2764    3      1   2  2764
## 2765    4      1   3  2765
## 2766    5      1   4  2766
## 2767    0      1   0  2767
## 2768    1      1   0  2768
## 2769    2      1   1  2769
## 2770    3      1   2  2770
## 2771    4      1   3  2771
## 2772    5      1   4  2772
## 2773    0      1   0  2773
## 2774    1      1   0  2774
## 2775    2      1   1  2775
## 2776    3      1   2  2776
## 2777    4      1   3  2777
## 2778    5      1   4  2778
## 2779    0      1   0  2779
## 2780    1      1   0  2780
## 2781    2      1   1  2781
## 2782    3      1   2  2782
## 2783    4      1   3  2783
## 2784    5      1   4  2784
## 2785    0      1  NA  2785
## 2786    1      1  NA  2786
## 2787    2      1  NA  2787
## 2788    3      1  NA  2788
## 2789    4      1  NA  2789
## 2790    5      1  NA  2790
## 2791    0      1   0  2791
## 2792    1      1   0  2792
## 2793    2      1   1  2793
## 2794    3      1   2  2794
## 2795    4      1   3  2795
## 2796    5      1   4  2796
## 2797    0      1  NA  2797
## 2798    1      1  NA  2798
## 2799    2      1  NA  2799
## 2800    3      1  NA  2800
## 2801    4      1  NA  2801
## 2802    5      1  NA  2802
## 2803    0      1   0  2803
## 2804    1      1   0  2804
## 2805    2      1   1  2805
## 2806    3      1   2  2806
## 2807    4      1   3  2807
## 2808    5      1   4  2808
## 2809    0      1   0  2809
## 2810    1      1   0  2810
## 2811    2      1   1  2811
## 2812    3      1   2  2812
## 2813    4      1   3  2813
## 2814    5      1   4  2814
## 2815    0      1   0  2815
## 2816    1      1   0  2816
## 2817    2      1   1  2817
## 2818    3      1   2  2818
## 2819    4      1   3  2819
## 2820    5      1   4  2820
## 2821    0      1   0  2821
## 2822    1      1   0  2822
## 2823    2      1   1  2823
## 2824    3      1   2  2824
## 2825    4      1   3  2825
## 2826    5      1   4  2826
## 2827    0      1  NA  2827
## 2828    1      1  NA  2828
## 2829    2      1  NA  2829
## 2830    3      1  NA  2830
## 2831    4      1  NA  2831
## 2832    5      1  NA  2832
## 2833    0      1   0  2833
## 2834    1      1   0  2834
## 2835    2      1   1  2835
## 2836    3      1   2  2836
## 2837    4      1   3  2837
## 2838    5      1   4  2838
## 2839    0      1  NA  2839
## 2840    1      1  NA  2840
## 2841    2      1  NA  2841
## 2842    3      1  NA  2842
## 2843    4      1  NA  2843
## 2844    5      1  NA  2844
## 2845    0      1  NA  2845
## 2846    1      1  NA  2846
## 2847    2      1  NA  2847
## 2848    3      1  NA  2848
## 2849    4      1  NA  2849
## 2850    5      1  NA  2850
## 2851    0      1   0  2851
## 2852    1      1   0  2852
## 2853    2      1   1  2853
## 2854    3      1   2  2854
## 2855    4      1   3  2855
## 2856    5      1   4  2856
## 2857    0      1   0  2857
## 2858    1      1   0  2858
## 2859    2      1   1  2859
## 2860    3      1   2  2860
## 2861    4      1   3  2861
## 2862    5      1   4  2862
## 2863    0      1   0  2863
## 2864    1      1   0  2864
## 2865    2      1   1  2865
## 2866    3      1   2  2866
## 2867    4      1   3  2867
## 2868    5      1   4  2868
## 2869    0      1   0  2869
## 2870    1      1   0  2870
## 2871    2      1   1  2871
## 2872    3      1   2  2872
## 2873    4      1   3  2873
## 2874    5      1   4  2874
## 2875    0      1   0  2875
## 2876    1      1   0  2876
## 2877    2      1   1  2877
## 2878    3      1   2  2878
## 2879    4      1   3  2879
## 2880    5      1   4  2880
## 2881    0      1  NA  2881
## 2882    1      1  NA  2882
## 2883    2      1  NA  2883
## 2884    3      1  NA  2884
## 2885    4      1  NA  2885
## 2886    5      1  NA  2886
## 2887    0      1   0  2887
## 2888    1      1   0  2888
## 2889    2      1   1  2889
## 2890    3      1   2  2890
## 2891    4      1   3  2891
## 2892    5      1   4  2892
## 2893    0      1   0  2893
## 2894    1      1   0  2894
## 2895    2      1   1  2895
## 2896    3      1   2  2896
## 2897    4      1   3  2897
## 2898    5      1   4  2898
## 2899    0      1  NA  2899
## 2900    1      1  NA  2900
## 2901    2      1  NA  2901
## 2902    3      1  NA  2902
## 2903    4      1  NA  2903
## 2904    5      1  NA  2904
## 2905    0      1   0  2905
## 2906    1      1   0  2906
## 2907    2      1   1  2907
## 2908    3      1   2  2908
## 2909    4      1   3  2909
## 2910    5      1   4  2910
## 2911    0      1   0  2911
## 2912    1      1   0  2912
## 2913    2      1   1  2913
## 2914    3      1   2  2914
## 2915    4      1   3  2915
## 2916    5      1   4  2916
## 2917    0      1  NA  2917
## 2918    1      1  NA  2918
## 2919    2      1  NA  2919
## 2920    3      1  NA  2920
## 2921    4      1  NA  2921
## 2922    5      1  NA  2922
## 2923    0      1  NA  2923
## 2924    1      1  NA  2924
## 2925    2      1  NA  2925
## 2926    3      1  NA  2926
## 2927    4      1  NA  2927
## 2928    5      1  NA  2928
## 2929    0      0  NA  2929
## 2930    1      0  NA  2930
## 2931    2      0  NA  2931
## 2932    3      0  NA  2932
## 2933    4      0  NA  2933
## 2934    5      0  NA  2934
## 2935    0      0   0  2935
## 2936    1      0   1  2936
## 2937    2      0   2  2937
## 2938    3      0   3  2938
## 2939    4      0   4  2939
## 2940    5      0   5  2940
## 2941    0      0   0  2941
## 2942    1      0   1  2942
## 2943    2      0   2  2943
## 2944    3      0   3  2944
## 2945    4      0   4  2945
## 2946    5      0   5  2946
## 2947    0      0   0  2947
## 2948    1      0   1  2948
## 2949    2      0   2  2949
## 2950    3      0   3  2950
## 2951    4      0   4  2951
## 2952    5      0   5  2952
## 2953    0      0  NA  2953
## 2954    1      0  NA  2954
## 2955    2      0  NA  2955
## 2956    3      0  NA  2956
## 2957    4      0  NA  2957
## 2958    5      0  NA  2958
## 2959    0      0   0  2959
## 2960    1      0   1  2960
## 2961    2      0   2  2961
## 2962    3      0   3  2962
## 2963    4      0   4  2963
## 2964    5      0   5  2964
## 2965    0      0   0  2965
## 2966    1      0   1  2966
## 2967    2      0   2  2967
## 2968    3      0   3  2968
## 2969    4      0   4  2969
## 2970    5      0   5  2970
## 2971    0      0   0  2971
## 2972    1      0   1  2972
## 2973    2      0   2  2973
## 2974    3      0   3  2974
## 2975    4      0   4  2975
## 2976    5      0   5  2976
## 2977    0      0  NA  2977
## 2978    1      0  NA  2978
## 2979    2      0  NA  2979
## 2980    3      0  NA  2980
## 2981    4      0  NA  2981
## 2982    5      0  NA  2982
## 2983    0      0   0  2983
## 2984    1      0   1  2984
## 2985    2      0   2  2985
## 2986    3      0   3  2986
## 2987    4      0   4  2987
## 2988    5      0   5  2988
## 2989    0      0   0  2989
## 2990    1      0   1  2990
## 2991    2      0   2  2991
## 2992    3      0   3  2992
## 2993    4      0   4  2993
## 2994    5      0   5  2994
## 2995    0      0  NA  2995
## 2996    1      0  NA  2996
## 2997    2      0  NA  2997
## 2998    3      0  NA  2998
## 2999    4      0  NA  2999
## 3000    5      0  NA  3000
## 3001    0      0   0  3001
## 3002    1      0   1  3002
## 3003    2      0   2  3003
## 3004    3      0   3  3004
## 3005    4      0   4  3005
## 3006    5      0   5  3006
## 3007    0      0  NA  3007
## 3008    1      0  NA  3008
## 3009    2      0  NA  3009
## 3010    3      0  NA  3010
## 3011    4      0  NA  3011
## 3012    5      0  NA  3012
## 3013    0      0  NA  3013
## 3014    1      0  NA  3014
## 3015    2      0  NA  3015
## 3016    3      0  NA  3016
## 3017    4      0  NA  3017
## 3018    5      0  NA  3018
## 3019    0      0   0  3019
## 3020    1      0   1  3020
## 3021    2      0   2  3021
## 3022    3      0   3  3022
## 3023    4      0   4  3023
## 3024    5      0   5  3024
## 3025    0      0   0  3025
## 3026    1      0   1  3026
## 3027    2      0   2  3027
## 3028    3      0   3  3028
## 3029    4      0   4  3029
## 3030    5      0   5  3030
## 3031    0      0  NA  3031
## 3032    1      0  NA  3032
## 3033    2      0  NA  3033
## 3034    3      0  NA  3034
## 3035    4      0  NA  3035
## 3036    5      0  NA  3036
## 3037    0      0   0  3037
## 3038    1      0   1  3038
## 3039    2      0   2  3039
## 3040    3      0   3  3040
## 3041    4      0   4  3041
## 3042    5      0   5  3042
## 3043    0      0   0  3043
## 3044    1      0   1  3044
## 3045    2      0   2  3045
## 3046    3      0   3  3046
## 3047    4      0   4  3047
## 3048    5      0   5  3048
## 3049    0      0   0  3049
## 3050    1      0   1  3050
## 3051    2      0   2  3051
## 3052    3      0   3  3052
## 3053    4      0   4  3053
## 3054    5      0   5  3054
## 3055    0      0  NA  3055
## 3056    1      0  NA  3056
## 3057    2      0  NA  3057
## 3058    3      0  NA  3058
## 3059    4      0  NA  3059
## 3060    5      0  NA  3060
## 3061    0      0   0  3061
## 3062    1      0   1  3062
## 3063    2      0   2  3063
## 3064    3      0   3  3064
## 3065    4      0   4  3065
## 3066    5      0   5  3066
## 3067    0      0   0  3067
## 3068    1      0   1  3068
## 3069    2      0   2  3069
## 3070    3      0   3  3070
## 3071    4      0   4  3071
## 3072    5      0   5  3072
## 3073    0      0   0  3073
## 3074    1      0   1  3074
## 3075    2      0   2  3075
## 3076    3      0   3  3076
## 3077    4      0   4  3077
## 3078    5      0   5  3078
## 3079    0      0   0  3079
## 3080    1      0   1  3080
## 3081    2      0   2  3081
## 3082    3      0   3  3082
## 3083    4      0   4  3083
## 3084    5      0   5  3084
## 3085    0      0   0  3085
## 3086    1      0   1  3086
## 3087    2      0   2  3087
## 3088    3      0   3  3088
## 3089    4      0   4  3089
## 3090    5      0   5  3090
## 3091    0      0   0  3091
## 3092    1      0   1  3092
## 3093    2      0   2  3093
## 3094    3      0   3  3094
## 3095    4      0   4  3095
## 3096    5      0   5  3096
## 3097    0      0   0  3097
## 3098    1      0   1  3098
## 3099    2      0   2  3099
## 3100    3      0   3  3100
## 3101    4      0   4  3101
## 3102    5      0   5  3102
## 3103    0      0   0  3103
## 3104    1      0   1  3104
## 3105    2      0   2  3105
## 3106    3      0   3  3106
## 3107    4      0   4  3107
## 3108    5      0   5  3108
## 3109    0      0   0  3109
## 3110    1      0   1  3110
## 3111    2      0   2  3111
## 3112    3      0   3  3112
## 3113    4      0   4  3113
## 3114    5      0   5  3114
## 3115    0      0   0  3115
## 3116    1      0   1  3116
## 3117    2      0   2  3117
## 3118    3      0   3  3118
## 3119    4      0   4  3119
## 3120    5      0   5  3120
## 3121    0      0   0  3121
## 3122    1      0   1  3122
## 3123    2      0   2  3123
## 3124    3      0   3  3124
## 3125    4      0   4  3125
## 3126    5      0   5  3126
## 3127    0      0   0  3127
## 3128    1      0   1  3128
## 3129    2      0   2  3129
## 3130    3      0   3  3130
## 3131    4      0   4  3131
## 3132    5      0   5  3132
## 3133    0      0   0  3133
## 3134    1      0   1  3134
## 3135    2      0   2  3135
## 3136    3      0   3  3136
## 3137    4      0   4  3137
## 3138    5      0   5  3138
## 3139    0      0   0  3139
## 3140    1      0   1  3140
## 3141    2      0   2  3141
## 3142    3      0   3  3142
## 3143    4      0   4  3143
## 3144    5      0   5  3144
## 3145    0      0   0  3145
## 3146    1      0   1  3146
## 3147    2      0   2  3147
## 3148    3      0   3  3148
## 3149    4      0   4  3149
## 3150    5      0   5  3150
## 3151    0      0   0  3151
## 3152    1      0   1  3152
## 3153    2      0   2  3153
## 3154    3      0   3  3154
## 3155    4      0   4  3155
## 3156    5      0   5  3156
## 3157    0      0   0  3157
## 3158    1      0   1  3158
## 3159    2      0   2  3159
## 3160    3      0   3  3160
## 3161    4      0   4  3161
## 3162    5      0   5  3162
## 
## $p
##       id occ time cohort  age  ID    sex habitat infected freq          group
## 1      1   2    2      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 2      1   3    3      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 3      1   4    4      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 4      1   5    5      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 5      1   6    6      6    0  40 Female   rural      Yes    1 FemaleruralYes
## 6      1   7    7      6    1  40 Female   rural      Yes    1 FemaleruralYes
## 7      2   2    2      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 8      2   3    3      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 9      2   4    4      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 10     2   5    5      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 11     2   6    6      6    0  41 Female   rural      Yes    1 FemaleruralYes
## 12     2   7    7      6    1  41 Female   rural      Yes    1 FemaleruralYes
## 13     3   2    2      6    0  42 Female   rural       No    1  FemaleruralNo
## 14     3   3    3      6    0  42 Female   rural       No    1  FemaleruralNo
## 15     3   4    4      6    0  42 Female   rural       No    1  FemaleruralNo
## 16     3   5    5      6    0  42 Female   rural       No    1  FemaleruralNo
## 17     3   6    6      6    0  42 Female   rural       No    1  FemaleruralNo
## 18     3   7    7      6    1  42 Female   rural       No    1  FemaleruralNo
## 19     4   2    2      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 20     4   3    3      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 21     4   4    4      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 22     4   5    5      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 23     4   6    6      6    0  43 Female   rural      Yes    1 FemaleruralYes
## 24     4   7    7      6    1  43 Female   rural      Yes    1 FemaleruralYes
## 25     5   2    2      6    0  44 Female   rural       No    1  FemaleruralNo
## 26     5   3    3      6    0  44 Female   rural       No    1  FemaleruralNo
## 27     5   4    4      6    0  44 Female   rural       No    1  FemaleruralNo
## 28     5   5    5      6    0  44 Female   rural       No    1  FemaleruralNo
## 29     5   6    6      6    0  44 Female   rural       No    1  FemaleruralNo
## 30     5   7    7      6    1  44 Female   rural       No    1  FemaleruralNo
## 31     6   2    2      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 32     6   3    3      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 33     6   4    4      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 34     6   5    5      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 35     6   6    6      6    0  45 Female   rural      Yes    1 FemaleruralYes
## 36     6   7    7      6    1  45 Female   rural      Yes    1 FemaleruralYes
## 37     7   2    2      6    0  46 Female   rural       No    1  FemaleruralNo
## 38     7   3    3      6    0  46 Female   rural       No    1  FemaleruralNo
## 39     7   4    4      6    0  46 Female   rural       No    1  FemaleruralNo
## 40     7   5    5      6    0  46 Female   rural       No    1  FemaleruralNo
## 41     7   6    6      6    0  46 Female   rural       No    1  FemaleruralNo
## 42     7   7    7      6    1  46 Female   rural       No    1  FemaleruralNo
## 43     8   2    2      6    0  47 Female   rural       No    1  FemaleruralNo
## 44     8   3    3      6    0  47 Female   rural       No    1  FemaleruralNo
## 45     8   4    4      6    0  47 Female   rural       No    1  FemaleruralNo
## 46     8   5    5      6    0  47 Female   rural       No    1  FemaleruralNo
## 47     8   6    6      6    0  47 Female   rural       No    1  FemaleruralNo
## 48     8   7    7      6    1  47 Female   rural       No    1  FemaleruralNo
## 49     9   2    2      6    0  48 Female   rural       No    1  FemaleruralNo
## 50     9   3    3      6    0  48 Female   rural       No    1  FemaleruralNo
## 51     9   4    4      6    0  48 Female   rural       No    1  FemaleruralNo
## 52     9   5    5      6    0  48 Female   rural       No    1  FemaleruralNo
## 53     9   6    6      6    0  48 Female   rural       No    1  FemaleruralNo
## 54     9   7    7      6    1  48 Female   rural       No    1  FemaleruralNo
## 55    10   2    2      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 56    10   3    3      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 57    10   4    4      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 58    10   5    5      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 59    10   6    6      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 60    10   7    7      6 <NA>  49 Female   rural     <NA>    1           <NA>
## 61    11   2    2      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 62    11   3    3      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 63    11   4    4      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 64    11   5    5      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 65    11   6    6      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 66    11   7    7      6 <NA>  50 Female   rural     <NA>    1           <NA>
## 67    12   2    2      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 68    12   3    3      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 69    12   4    4      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 70    12   5    5      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 71    12   6    6      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 72    12   7    7      6 <NA>  51 Female   rural     <NA>    1           <NA>
## 73    13   2    2      6    0  52   Male   rural      Yes    1   MaleruralYes
## 74    13   3    3      6    0  52   Male   rural      Yes    1   MaleruralYes
## 75    13   4    4      6    0  52   Male   rural      Yes    1   MaleruralYes
## 76    13   5    5      6    0  52   Male   rural      Yes    1   MaleruralYes
## 77    13   6    6      6    0  52   Male   rural      Yes    1   MaleruralYes
## 78    13   7    7      6    1  52   Male   rural      Yes    1   MaleruralYes
## 79    14   2    2      6    0  53   Male   rural       No    1    MaleruralNo
## 80    14   3    3      6    0  53   Male   rural       No    1    MaleruralNo
## 81    14   4    4      6    0  53   Male   rural       No    1    MaleruralNo
## 82    14   5    5      6    0  53   Male   rural       No    1    MaleruralNo
## 83    14   6    6      6    0  53   Male   rural       No    1    MaleruralNo
## 84    14   7    7      6    1  53   Male   rural       No    1    MaleruralNo
## 85    15   2    2      6    0  54   Male   rural      Yes    1   MaleruralYes
## 86    15   3    3      6    0  54   Male   rural      Yes    1   MaleruralYes
## 87    15   4    4      6    0  54   Male   rural      Yes    1   MaleruralYes
## 88    15   5    5      6    0  54   Male   rural      Yes    1   MaleruralYes
## 89    15   6    6      6    0  54   Male   rural      Yes    1   MaleruralYes
## 90    15   7    7      6    1  54   Male   rural      Yes    1   MaleruralYes
## 91    16   2    2      6    0  55   Male   rural       No    1    MaleruralNo
## 92    16   3    3      6    0  55   Male   rural       No    1    MaleruralNo
## 93    16   4    4      6    0  55   Male   rural       No    1    MaleruralNo
## 94    16   5    5      6    0  55   Male   rural       No    1    MaleruralNo
## 95    16   6    6      6    0  55   Male   rural       No    1    MaleruralNo
## 96    16   7    7      6    1  55   Male   rural       No    1    MaleruralNo
## 97    17   2    2      6    0  56   Male   rural      Yes    1   MaleruralYes
## 98    17   3    3      6    0  56   Male   rural      Yes    1   MaleruralYes
## 99    17   4    4      6    0  56   Male   rural      Yes    1   MaleruralYes
## 100   17   5    5      6    0  56   Male   rural      Yes    1   MaleruralYes
## 101   17   6    6      6    0  56   Male   rural      Yes    1   MaleruralYes
## 102   17   7    7      6    1  56   Male   rural      Yes    1   MaleruralYes
## 103   18   2    2      6    0  57   Male   rural      Yes    1   MaleruralYes
## 104   18   3    3      6    0  57   Male   rural      Yes    1   MaleruralYes
## 105   18   4    4      6    0  57   Male   rural      Yes    1   MaleruralYes
## 106   18   5    5      6    0  57   Male   rural      Yes    1   MaleruralYes
## 107   18   6    6      6    0  57   Male   rural      Yes    1   MaleruralYes
## 108   18   7    7      6    1  57   Male   rural      Yes    1   MaleruralYes
## 109   19   2    2      6    0  58   Male   rural       No    1    MaleruralNo
## 110   19   3    3      6    0  58   Male   rural       No    1    MaleruralNo
## 111   19   4    4      6    0  58   Male   rural       No    1    MaleruralNo
## 112   19   5    5      6    0  58   Male   rural       No    1    MaleruralNo
## 113   19   6    6      6    0  58   Male   rural       No    1    MaleruralNo
## 114   19   7    7      6    1  58   Male   rural       No    1    MaleruralNo
## 115   20   2    2      6    0  59   Male   rural       No    1    MaleruralNo
## 116   20   3    3      6    0  59   Male   rural       No    1    MaleruralNo
## 117   20   4    4      6    0  59   Male   rural       No    1    MaleruralNo
## 118   20   5    5      6    0  59   Male   rural       No    1    MaleruralNo
## 119   20   6    6      6    0  59   Male   rural       No    1    MaleruralNo
## 120   20   7    7      6    1  59   Male   rural       No    1    MaleruralNo
## 121   21   2    2      6    0  60   Male   rural      Yes    1   MaleruralYes
## 122   21   3    3      6    0  60   Male   rural      Yes    1   MaleruralYes
## 123   21   4    4      6    0  60   Male   rural      Yes    1   MaleruralYes
## 124   21   5    5      6    0  60   Male   rural      Yes    1   MaleruralYes
## 125   21   6    6      6    0  60   Male   rural      Yes    1   MaleruralYes
## 126   21   7    7      6    1  60   Male   rural      Yes    1   MaleruralYes
## 127   22   2    2      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 128   22   3    3      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 129   22   4    4      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 130   22   5    5      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 131   22   6    6      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 132   22   7    7      6 <NA>  61   Male   rural     <NA>    1           <NA>
## 133   23   2    2      6    0  62   Male   rural      Yes    1   MaleruralYes
## 134   23   3    3      6    0  62   Male   rural      Yes    1   MaleruralYes
## 135   23   4    4      6    0  62   Male   rural      Yes    1   MaleruralYes
## 136   23   5    5      6    0  62   Male   rural      Yes    1   MaleruralYes
## 137   23   6    6      6    0  62   Male   rural      Yes    1   MaleruralYes
## 138   23   7    7      6    1  62   Male   rural      Yes    1   MaleruralYes
## 139   24   2    2      6    0  63 Female   rural       No    1  FemaleruralNo
## 140   24   3    3      6    0  63 Female   rural       No    1  FemaleruralNo
## 141   24   4    4      6    0  63 Female   rural       No    1  FemaleruralNo
## 142   24   5    5      6    0  63 Female   rural       No    1  FemaleruralNo
## 143   24   6    6      6    0  63 Female   rural       No    1  FemaleruralNo
## 144   24   7    7      6    1  63 Female   rural       No    1  FemaleruralNo
## 145   25   2    2      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 146   25   3    3      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 147   25   4    4      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 148   25   5    5      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 149   25   6    6      6    0  64 Female   rural      Yes    1 FemaleruralYes
## 150   25   7    7      6    1  64 Female   rural      Yes    1 FemaleruralYes
## 151   26   2    2      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 152   26   3    3      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 153   26   4    4      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 154   26   5    5      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 155   26   6    6      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 156   26   7    7      6 <NA>  65 Female   rural     <NA>    1           <NA>
## 157   27   2    2      6    0  66 Female   rural       No    1  FemaleruralNo
## 158   27   3    3      6    0  66 Female   rural       No    1  FemaleruralNo
## 159   27   4    4      6    0  66 Female   rural       No    1  FemaleruralNo
## 160   27   5    5      6    0  66 Female   rural       No    1  FemaleruralNo
## 161   27   6    6      6    0  66 Female   rural       No    1  FemaleruralNo
## 162   27   7    7      6    1  66 Female   rural       No    1  FemaleruralNo
## 163   28   2    2      6    0  67 Female   rural       No    1  FemaleruralNo
## 164   28   3    3      6    0  67 Female   rural       No    1  FemaleruralNo
## 165   28   4    4      6    0  67 Female   rural       No    1  FemaleruralNo
## 166   28   5    5      6    0  67 Female   rural       No    1  FemaleruralNo
## 167   28   6    6      6    0  67 Female   rural       No    1  FemaleruralNo
## 168   28   7    7      6    1  67 Female   rural       No    1  FemaleruralNo
## 169   29   2    2      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 170   29   3    3      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 171   29   4    4      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 172   29   5    5      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 173   29   6    6      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 174   29   7    7      6 <NA>  68 Female   rural     <NA>    1           <NA>
## 175   30   2    2      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 176   30   3    3      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 177   30   4    4      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 178   30   5    5      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 179   30   6    6      6    0  69 Female   rural      Yes    1 FemaleruralYes
## 180   30   7    7      6    1  69 Female   rural      Yes    1 FemaleruralYes
## 181   31   2    2      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 182   31   3    3      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 183   31   4    4      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 184   31   5    5      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 185   31   6    6      6    0  70 Female   rural      Yes    1 FemaleruralYes
## 186   31   7    7      6    1  70 Female   rural      Yes    1 FemaleruralYes
## 187   32   2    2      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 188   32   3    3      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 189   32   4    4      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 190   32   5    5      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 191   32   6    6      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 192   32   7    7      6 <NA>  71 Female   rural     <NA>    1           <NA>
## 193   33   2    2      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 194   33   3    3      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 195   33   4    4      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 196   33   5    5      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 197   33   6    6      6    0  72 Female   rural      Yes    1 FemaleruralYes
## 198   33   7    7      6    1  72 Female   rural      Yes    1 FemaleruralYes
## 199   34   2    2      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 200   34   3    3      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 201   34   4    4      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 202   34   5    5      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 203   34   6    6      6    0  73 Female   rural      Yes    1 FemaleruralYes
## 204   34   7    7      6    1  73 Female   rural      Yes    1 FemaleruralYes
## 205   35   2    2      6    0  74   Male   rural       No    1    MaleruralNo
## 206   35   3    3      6    0  74   Male   rural       No    1    MaleruralNo
## 207   35   4    4      6    0  74   Male   rural       No    1    MaleruralNo
## 208   35   5    5      6    0  74   Male   rural       No    1    MaleruralNo
## 209   35   6    6      6    0  74   Male   rural       No    1    MaleruralNo
## 210   35   7    7      6    1  74   Male   rural       No    1    MaleruralNo
## 211   36   2    2      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 212   36   3    3      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 213   36   4    4      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 214   36   5    5      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 215   36   6    6      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 216   36   7    7      6 <NA>  75   Male   rural     <NA>    1           <NA>
## 217   37   2    2      6    0  76   Male   rural      Yes    1   MaleruralYes
## 218   37   3    3      6    0  76   Male   rural      Yes    1   MaleruralYes
## 219   37   4    4      6    0  76   Male   rural      Yes    1   MaleruralYes
## 220   37   5    5      6    0  76   Male   rural      Yes    1   MaleruralYes
## 221   37   6    6      6    0  76   Male   rural      Yes    1   MaleruralYes
## 222   37   7    7      6    1  76   Male   rural      Yes    1   MaleruralYes
## 223   38   2    2      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 224   38   3    3      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 225   38   4    4      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 226   38   5    5      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 227   38   6    6      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 228   38   7    7      6 <NA>  77   Male   rural     <NA>    1           <NA>
## 229   39   2    2      6    0  78   Male   rural      Yes    1   MaleruralYes
## 230   39   3    3      6    0  78   Male   rural      Yes    1   MaleruralYes
## 231   39   4    4      6    0  78   Male   rural      Yes    1   MaleruralYes
## 232   39   5    5      6    0  78   Male   rural      Yes    1   MaleruralYes
## 233   39   6    6      6    0  78   Male   rural      Yes    1   MaleruralYes
## 234   39   7    7      6    1  78   Male   rural      Yes    1   MaleruralYes
## 235   40   2    2      6    0  79   Male   rural       No    1    MaleruralNo
## 236   40   3    3      6    0  79   Male   rural       No    1    MaleruralNo
## 237   40   4    4      6    0  79   Male   rural       No    1    MaleruralNo
## 238   40   5    5      6    0  79   Male   rural       No    1    MaleruralNo
## 239   40   6    6      6    0  79   Male   rural       No    1    MaleruralNo
## 240   40   7    7      6    1  79   Male   rural       No    1    MaleruralNo
## 241   41   2    2      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 242   41   3    3      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 243   41   4    4      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 244   41   5    5      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 245   41   6    6      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 246   41   7    7      6 <NA>  80   Male   rural     <NA>    1           <NA>
## 247   42   2    2      6    0  81   Male   rural      Yes    1   MaleruralYes
## 248   42   3    3      6    0  81   Male   rural      Yes    1   MaleruralYes
## 249   42   4    4      6    0  81   Male   rural      Yes    1   MaleruralYes
## 250   42   5    5      6    0  81   Male   rural      Yes    1   MaleruralYes
## 251   42   6    6      6    0  81   Male   rural      Yes    1   MaleruralYes
## 252   42   7    7      6    1  81   Male   rural      Yes    1   MaleruralYes
## 253   43   2    2      6    0  82   Male   rural       No    1    MaleruralNo
## 254   43   3    3      6    0  82   Male   rural       No    1    MaleruralNo
## 255   43   4    4      6    0  82   Male   rural       No    1    MaleruralNo
## 256   43   5    5      6    0  82   Male   rural       No    1    MaleruralNo
## 257   43   6    6      6    0  82   Male   rural       No    1    MaleruralNo
## 258   43   7    7      6    1  82   Male   rural       No    1    MaleruralNo
## 259   44   2    2      6    0  83   Male   rural      Yes    1   MaleruralYes
## 260   44   3    3      6    0  83   Male   rural      Yes    1   MaleruralYes
## 261   44   4    4      6    0  83   Male   rural      Yes    1   MaleruralYes
## 262   44   5    5      6    0  83   Male   rural      Yes    1   MaleruralYes
## 263   44   6    6      6    0  83   Male   rural      Yes    1   MaleruralYes
## 264   44   7    7      6    1  83   Male   rural      Yes    1   MaleruralYes
## 265   45   2    2      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 266   45   3    3      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 267   45   4    4      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 268   45   5    5      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 269   45   6    6      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 270   45   7    7      6 <NA>  84   Male   rural     <NA>    1           <NA>
## 271   46   2    2      6    0  85   Male   rural       No    1    MaleruralNo
## 272   46   3    3      6    0  85   Male   rural       No    1    MaleruralNo
## 273   46   4    4      6    0  85   Male   rural       No    1    MaleruralNo
## 274   46   5    5      6    0  85   Male   rural       No    1    MaleruralNo
## 275   46   6    6      6    0  85   Male   rural       No    1    MaleruralNo
## 276   46   7    7      6    1  85   Male   rural       No    1    MaleruralNo
## 277   47   2    2      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 278   47   3    3      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 279   47   4    4      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 280   47   5    5      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 281   47   6    6      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 282   47   7    7      5 <NA>  86 Female   rural     <NA>    1           <NA>
## 283   48   2    2      5    0  87 Female   rural       No    1  FemaleruralNo
## 284   48   3    3      5    0  87 Female   rural       No    1  FemaleruralNo
## 285   48   4    4      5    0  87 Female   rural       No    1  FemaleruralNo
## 286   48   5    5      5    0  87 Female   rural       No    1  FemaleruralNo
## 287   48   6    6      5    1  87 Female   rural       No    1  FemaleruralNo
## 288   48   7    7      5    2  87 Female   rural       No    1  FemaleruralNo
## 289   49   2    2      5    0  88 Female   rural      Yes    1 FemaleruralYes
## 290   49   3    3      5    0  88 Female   rural      Yes    1 FemaleruralYes
## 291   49   4    4      5    0  88 Female   rural      Yes    1 FemaleruralYes
## 292   49   5    5      5    0  88 Female   rural      Yes    1 FemaleruralYes
## 293   49   6    6      5    1  88 Female   rural      Yes    1 FemaleruralYes
## 294   49   7    7      5    2  88 Female   rural      Yes    1 FemaleruralYes
## 295   50   2    2      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 296   50   3    3      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 297   50   4    4      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 298   50   5    5      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 299   50   6    6      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 300   50   7    7      5 <NA>  89 Female   rural     <NA>    1           <NA>
## 301   51   2    2      5    0  90 Female   rural       No    1  FemaleruralNo
## 302   51   3    3      5    0  90 Female   rural       No    1  FemaleruralNo
## 303   51   4    4      5    0  90 Female   rural       No    1  FemaleruralNo
## 304   51   5    5      5    0  90 Female   rural       No    1  FemaleruralNo
## 305   51   6    6      5    1  90 Female   rural       No    1  FemaleruralNo
## 306   51   7    7      5    2  90 Female   rural       No    1  FemaleruralNo
## 307   52   2    2      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 308   52   3    3      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 309   52   4    4      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 310   52   5    5      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 311   52   6    6      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 312   52   7    7      5 <NA>  91 Female   rural     <NA>    1           <NA>
## 313   53   2    2      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 314   53   3    3      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 315   53   4    4      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 316   53   5    5      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 317   53   6    6      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 318   53   7    7      5 <NA>  92 Female   rural     <NA>    1           <NA>
## 319   54   2    2      5    0  93   Male   rural       No    1    MaleruralNo
## 320   54   3    3      5    0  93   Male   rural       No    1    MaleruralNo
## 321   54   4    4      5    0  93   Male   rural       No    1    MaleruralNo
## 322   54   5    5      5    0  93   Male   rural       No    1    MaleruralNo
## 323   54   6    6      5    1  93   Male   rural       No    1    MaleruralNo
## 324   54   7    7      5    2  93   Male   rural       No    1    MaleruralNo
## 325   55   2    2      5    0  94   Male   rural       No    1    MaleruralNo
## 326   55   3    3      5    0  94   Male   rural       No    1    MaleruralNo
## 327   55   4    4      5    0  94   Male   rural       No    1    MaleruralNo
## 328   55   5    5      5    0  94   Male   rural       No    1    MaleruralNo
## 329   55   6    6      5    1  94   Male   rural       No    1    MaleruralNo
## 330   55   7    7      5    2  94   Male   rural       No    1    MaleruralNo
## 331   56   2    2      5    0  95   Male   rural       No    1    MaleruralNo
## 332   56   3    3      5    0  95   Male   rural       No    1    MaleruralNo
## 333   56   4    4      5    0  95   Male   rural       No    1    MaleruralNo
## 334   56   5    5      5    0  95   Male   rural       No    1    MaleruralNo
## 335   56   6    6      5    1  95   Male   rural       No    1    MaleruralNo
## 336   56   7    7      5    2  95   Male   rural       No    1    MaleruralNo
## 337   57   2    2      5    0  96   Male   rural      Yes    1   MaleruralYes
## 338   57   3    3      5    0  96   Male   rural      Yes    1   MaleruralYes
## 339   57   4    4      5    0  96   Male   rural      Yes    1   MaleruralYes
## 340   57   5    5      5    0  96   Male   rural      Yes    1   MaleruralYes
## 341   57   6    6      5    1  96   Male   rural      Yes    1   MaleruralYes
## 342   57   7    7      5    2  96   Male   rural      Yes    1   MaleruralYes
## 343   58   2    2      5    0  97   Male   rural      Yes    1   MaleruralYes
## 344   58   3    3      5    0  97   Male   rural      Yes    1   MaleruralYes
## 345   58   4    4      5    0  97   Male   rural      Yes    1   MaleruralYes
## 346   58   5    5      5    0  97   Male   rural      Yes    1   MaleruralYes
## 347   58   6    6      5    1  97   Male   rural      Yes    1   MaleruralYes
## 348   58   7    7      5    2  97   Male   rural      Yes    1   MaleruralYes
## 349   59   2    2      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 350   59   3    3      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 351   59   4    4      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 352   59   5    5      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 353   59   6    6      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 354   59   7    7      5 <NA>  98   Male   rural     <NA>    1           <NA>
## 355   60   2    2      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 356   60   3    3      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 357   60   4    4      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 358   60   5    5      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 359   60   6    6      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 360   60   7    7      5 <NA>  99   Male   rural     <NA>    1           <NA>
## 361   61   2    2      5    0 100   Male   rural      Yes    1   MaleruralYes
## 362   61   3    3      5    0 100   Male   rural      Yes    1   MaleruralYes
## 363   61   4    4      5    0 100   Male   rural      Yes    1   MaleruralYes
## 364   61   5    5      5    0 100   Male   rural      Yes    1   MaleruralYes
## 365   61   6    6      5    1 100   Male   rural      Yes    1   MaleruralYes
## 366   61   7    7      5    2 100   Male   rural      Yes    1   MaleruralYes
## 367   62   2    2      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 368   62   3    3      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 369   62   4    4      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 370   62   5    5      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 371   62   6    6      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 372   62   7    7      5 <NA> 101   Male   rural     <NA>    1           <NA>
## 373   63   2    2      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 374   63   3    3      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 375   63   4    4      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 376   63   5    5      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 377   63   6    6      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 378   63   7    7      5 <NA> 102 Female   rural     <NA>    1           <NA>
## 379   64   2    2      5    0 103 Female   rural       No    1  FemaleruralNo
## 380   64   3    3      5    0 103 Female   rural       No    1  FemaleruralNo
## 381   64   4    4      5    0 103 Female   rural       No    1  FemaleruralNo
## 382   64   5    5      5    0 103 Female   rural       No    1  FemaleruralNo
## 383   64   6    6      5    1 103 Female   rural       No    1  FemaleruralNo
## 384   64   7    7      5    2 103 Female   rural       No    1  FemaleruralNo
## 385   65   2    2      5    0 104 Female   rural       No    1  FemaleruralNo
## 386   65   3    3      5    0 104 Female   rural       No    1  FemaleruralNo
## 387   65   4    4      5    0 104 Female   rural       No    1  FemaleruralNo
## 388   65   5    5      5    0 104 Female   rural       No    1  FemaleruralNo
## 389   65   6    6      5    1 104 Female   rural       No    1  FemaleruralNo
## 390   65   7    7      5    2 104 Female   rural       No    1  FemaleruralNo
## 391   66   2    2      5    0 105 Female   rural       No    1  FemaleruralNo
## 392   66   3    3      5    0 105 Female   rural       No    1  FemaleruralNo
## 393   66   4    4      5    0 105 Female   rural       No    1  FemaleruralNo
## 394   66   5    5      5    0 105 Female   rural       No    1  FemaleruralNo
## 395   66   6    6      5    1 105 Female   rural       No    1  FemaleruralNo
## 396   66   7    7      5    2 105 Female   rural       No    1  FemaleruralNo
## 397   67   2    2      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 398   67   3    3      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 399   67   4    4      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 400   67   5    5      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 401   67   6    6      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 402   67   7    7      5 <NA> 106 Female   rural     <NA>    1           <NA>
## 403   68   2    2      5    0 107 Female   rural       No    1  FemaleruralNo
## 404   68   3    3      5    0 107 Female   rural       No    1  FemaleruralNo
## 405   68   4    4      5    0 107 Female   rural       No    1  FemaleruralNo
## 406   68   5    5      5    0 107 Female   rural       No    1  FemaleruralNo
## 407   68   6    6      5    1 107 Female   rural       No    1  FemaleruralNo
## 408   68   7    7      5    2 107 Female   rural       No    1  FemaleruralNo
## 409   69   2    2      5    0 108   Male   rural       No    1    MaleruralNo
## 410   69   3    3      5    0 108   Male   rural       No    1    MaleruralNo
## 411   69   4    4      5    0 108   Male   rural       No    1    MaleruralNo
## 412   69   5    5      5    0 108   Male   rural       No    1    MaleruralNo
## 413   69   6    6      5    1 108   Male   rural       No    1    MaleruralNo
## 414   69   7    7      5    2 108   Male   rural       No    1    MaleruralNo
## 415   70   2    2      5    0 109   Male   rural      Yes    1   MaleruralYes
## 416   70   3    3      5    0 109   Male   rural      Yes    1   MaleruralYes
## 417   70   4    4      5    0 109   Male   rural      Yes    1   MaleruralYes
## 418   70   5    5      5    0 109   Male   rural      Yes    1   MaleruralYes
## 419   70   6    6      5    1 109   Male   rural      Yes    1   MaleruralYes
## 420   70   7    7      5    2 109   Male   rural      Yes    1   MaleruralYes
## 421   71   2    2      5    0 110   Male   rural       No    1    MaleruralNo
## 422   71   3    3      5    0 110   Male   rural       No    1    MaleruralNo
## 423   71   4    4      5    0 110   Male   rural       No    1    MaleruralNo
## 424   71   5    5      5    0 110   Male   rural       No    1    MaleruralNo
## 425   71   6    6      5    1 110   Male   rural       No    1    MaleruralNo
## 426   71   7    7      5    2 110   Male   rural       No    1    MaleruralNo
## 427   72   2    2      5    0 111 Female   rural      Yes    1 FemaleruralYes
## 428   72   3    3      5    0 111 Female   rural      Yes    1 FemaleruralYes
## 429   72   4    4      5    0 111 Female   rural      Yes    1 FemaleruralYes
## 430   72   5    5      5    0 111 Female   rural      Yes    1 FemaleruralYes
## 431   72   6    6      5    1 111 Female   rural      Yes    1 FemaleruralYes
## 432   72   7    7      5    2 111 Female   rural      Yes    1 FemaleruralYes
## 433   73   2    2      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 434   73   3    3      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 435   73   4    4      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 436   73   5    5      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 437   73   6    6      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 438   73   7    7      5 <NA> 112 Female   rural     <NA>    1           <NA>
## 439   74   2    2      5    0 113 Female   rural      Yes    1 FemaleruralYes
## 440   74   3    3      5    0 113 Female   rural      Yes    1 FemaleruralYes
## 441   74   4    4      5    0 113 Female   rural      Yes    1 FemaleruralYes
## 442   74   5    5      5    0 113 Female   rural      Yes    1 FemaleruralYes
## 443   74   6    6      5    1 113 Female   rural      Yes    1 FemaleruralYes
## 444   74   7    7      5    2 113 Female   rural      Yes    1 FemaleruralYes
## 445   75   2    2      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 446   75   3    3      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 447   75   4    4      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 448   75   5    5      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 449   75   6    6      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 450   75   7    7      5 <NA> 114 Female   rural     <NA>    1           <NA>
## 451   76   2    2      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 452   76   3    3      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 453   76   4    4      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 454   76   5    5      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 455   76   6    6      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 456   76   7    7      5 <NA> 115 Female   rural     <NA>    1           <NA>
## 457   77   2    2      5    0 116 Female   rural       No    1  FemaleruralNo
## 458   77   3    3      5    0 116 Female   rural       No    1  FemaleruralNo
## 459   77   4    4      5    0 116 Female   rural       No    1  FemaleruralNo
## 460   77   5    5      5    0 116 Female   rural       No    1  FemaleruralNo
## 461   77   6    6      5    1 116 Female   rural       No    1  FemaleruralNo
## 462   77   7    7      5    2 116 Female   rural       No    1  FemaleruralNo
## 463   78   2    2      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 464   78   3    3      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 465   78   4    4      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 466   78   5    5      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 467   78   6    6      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 468   78   7    7      5 <NA> 117   Male   rural     <NA>    1           <NA>
## 469   79   2    2      5    0 118   Male   rural       No    1    MaleruralNo
## 470   79   3    3      5    0 118   Male   rural       No    1    MaleruralNo
## 471   79   4    4      5    0 118   Male   rural       No    1    MaleruralNo
## 472   79   5    5      5    0 118   Male   rural       No    1    MaleruralNo
## 473   79   6    6      5    1 118   Male   rural       No    1    MaleruralNo
## 474   79   7    7      5    2 118   Male   rural       No    1    MaleruralNo
## 475   80   2    2      5    0 119   Male   rural      Yes    1   MaleruralYes
## 476   80   3    3      5    0 119   Male   rural      Yes    1   MaleruralYes
## 477   80   4    4      5    0 119   Male   rural      Yes    1   MaleruralYes
## 478   80   5    5      5    0 119   Male   rural      Yes    1   MaleruralYes
## 479   80   6    6      5    1 119   Male   rural      Yes    1   MaleruralYes
## 480   80   7    7      5    2 119   Male   rural      Yes    1   MaleruralYes
## 481   81   2    2      5    0 120   Male   rural       No    1    MaleruralNo
## 482   81   3    3      5    0 120   Male   rural       No    1    MaleruralNo
## 483   81   4    4      5    0 120   Male   rural       No    1    MaleruralNo
## 484   81   5    5      5    0 120   Male   rural       No    1    MaleruralNo
## 485   81   6    6      5    1 120   Male   rural       No    1    MaleruralNo
## 486   81   7    7      5    2 120   Male   rural       No    1    MaleruralNo
## 487   82   2    2      5    0 121   Male   rural       No    1    MaleruralNo
## 488   82   3    3      5    0 121   Male   rural       No    1    MaleruralNo
## 489   82   4    4      5    0 121   Male   rural       No    1    MaleruralNo
## 490   82   5    5      5    0 121   Male   rural       No    1    MaleruralNo
## 491   82   6    6      5    1 121   Male   rural       No    1    MaleruralNo
## 492   82   7    7      5    2 121   Male   rural       No    1    MaleruralNo
## 493   83   2    2      5    0 122   Male   rural       No    1    MaleruralNo
## 494   83   3    3      5    0 122   Male   rural       No    1    MaleruralNo
## 495   83   4    4      5    0 122   Male   rural       No    1    MaleruralNo
## 496   83   5    5      5    0 122   Male   rural       No    1    MaleruralNo
## 497   83   6    6      5    1 122   Male   rural       No    1    MaleruralNo
## 498   83   7    7      5    2 122   Male   rural       No    1    MaleruralNo
## 499   84   2    2      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 500   84   3    3      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 501   84   4    4      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 502   84   5    5      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 503   84   6    6      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 504   84   7    7      5 <NA> 123   Male   rural     <NA>    1           <NA>
## 505   85   2    2      5    0 124   Male   rural       No    1    MaleruralNo
## 506   85   3    3      5    0 124   Male   rural       No    1    MaleruralNo
## 507   85   4    4      5    0 124   Male   rural       No    1    MaleruralNo
## 508   85   5    5      5    0 124   Male   rural       No    1    MaleruralNo
## 509   85   6    6      5    1 124   Male   rural       No    1    MaleruralNo
## 510   85   7    7      5    2 124   Male   rural       No    1    MaleruralNo
## 511   86   2    2      5    0 125   Male   rural      Yes    1   MaleruralYes
## 512   86   3    3      5    0 125   Male   rural      Yes    1   MaleruralYes
## 513   86   4    4      5    0 125   Male   rural      Yes    1   MaleruralYes
## 514   86   5    5      5    0 125   Male   rural      Yes    1   MaleruralYes
## 515   86   6    6      5    1 125   Male   rural      Yes    1   MaleruralYes
## 516   86   7    7      5    2 125   Male   rural      Yes    1   MaleruralYes
## 517   87   2    2      5    0 126   Male   rural       No    1    MaleruralNo
## 518   87   3    3      5    0 126   Male   rural       No    1    MaleruralNo
## 519   87   4    4      5    0 126   Male   rural       No    1    MaleruralNo
## 520   87   5    5      5    0 126   Male   rural       No    1    MaleruralNo
## 521   87   6    6      5    1 126   Male   rural       No    1    MaleruralNo
## 522   87   7    7      5    2 126   Male   rural       No    1    MaleruralNo
## 523   88   2    2      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 524   88   3    3      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 525   88   4    4      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 526   88   5    5      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 527   88   6    6      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 528   88   7    7      4 <NA> 127 Female   rural     <NA>    1           <NA>
## 529   89   2    2      4    0 128 Female   rural       No    1  FemaleruralNo
## 530   89   3    3      4    0 128 Female   rural       No    1  FemaleruralNo
## 531   89   4    4      4    0 128 Female   rural       No    1  FemaleruralNo
## 532   89   5    5      4    1 128 Female   rural       No    1  FemaleruralNo
## 533   89   6    6      4    2 128 Female   rural       No    1  FemaleruralNo
## 534   89   7    7      4    3 128 Female   rural       No    1  FemaleruralNo
## 535   90   2    2      4    0 129 Female   rural       No    1  FemaleruralNo
## 536   90   3    3      4    0 129 Female   rural       No    1  FemaleruralNo
## 537   90   4    4      4    0 129 Female   rural       No    1  FemaleruralNo
## 538   90   5    5      4    1 129 Female   rural       No    1  FemaleruralNo
## 539   90   6    6      4    2 129 Female   rural       No    1  FemaleruralNo
## 540   90   7    7      4    3 129 Female   rural       No    1  FemaleruralNo
## 541   91   2    2      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 542   91   3    3      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 543   91   4    4      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 544   91   5    5      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 545   91   6    6      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 546   91   7    7      4 <NA> 130 Female   rural     <NA>    1           <NA>
## 547   92   2    2      4    0 131 Female   rural       No    1  FemaleruralNo
## 548   92   3    3      4    0 131 Female   rural       No    1  FemaleruralNo
## 549   92   4    4      4    0 131 Female   rural       No    1  FemaleruralNo
## 550   92   5    5      4    1 131 Female   rural       No    1  FemaleruralNo
## 551   92   6    6      4    2 131 Female   rural       No    1  FemaleruralNo
## 552   92   7    7      4    3 131 Female   rural       No    1  FemaleruralNo
## 553   93   2    2      4    0 132 Female   rural      Yes    1 FemaleruralYes
## 554   93   3    3      4    0 132 Female   rural      Yes    1 FemaleruralYes
## 555   93   4    4      4    0 132 Female   rural      Yes    1 FemaleruralYes
## 556   93   5    5      4    1 132 Female   rural      Yes    1 FemaleruralYes
## 557   93   6    6      4    2 132 Female   rural      Yes    1 FemaleruralYes
## 558   93   7    7      4    3 132 Female   rural      Yes    1 FemaleruralYes
## 559   94   2    2      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 560   94   3    3      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 561   94   4    4      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 562   94   5    5      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 563   94   6    6      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 564   94   7    7      4 <NA> 133 Female   rural     <NA>    1           <NA>
## 565   95   2    2      4    0 134 Female   rural       No    1  FemaleruralNo
## 566   95   3    3      4    0 134 Female   rural       No    1  FemaleruralNo
## 567   95   4    4      4    0 134 Female   rural       No    1  FemaleruralNo
## 568   95   5    5      4    1 134 Female   rural       No    1  FemaleruralNo
## 569   95   6    6      4    2 134 Female   rural       No    1  FemaleruralNo
## 570   95   7    7      4    3 134 Female   rural       No    1  FemaleruralNo
## 571   96   2    2      4    0 135 Female   rural      Yes    1 FemaleruralYes
## 572   96   3    3      4    0 135 Female   rural      Yes    1 FemaleruralYes
## 573   96   4    4      4    0 135 Female   rural      Yes    1 FemaleruralYes
## 574   96   5    5      4    1 135 Female   rural      Yes    1 FemaleruralYes
## 575   96   6    6      4    2 135 Female   rural      Yes    1 FemaleruralYes
## 576   96   7    7      4    3 135 Female   rural      Yes    1 FemaleruralYes
## 577   97   2    2      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 578   97   3    3      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 579   97   4    4      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 580   97   5    5      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 581   97   6    6      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 582   97   7    7      4 <NA> 136 Female   rural     <NA>    1           <NA>
## 583   98   2    2      4    0 137   Male   rural       No    1    MaleruralNo
## 584   98   3    3      4    0 137   Male   rural       No    1    MaleruralNo
## 585   98   4    4      4    0 137   Male   rural       No    1    MaleruralNo
## 586   98   5    5      4    1 137   Male   rural       No    1    MaleruralNo
## 587   98   6    6      4    2 137   Male   rural       No    1    MaleruralNo
## 588   98   7    7      4    3 137   Male   rural       No    1    MaleruralNo
## 589   99   2    2      4    0 138   Male   rural       No    1    MaleruralNo
## 590   99   3    3      4    0 138   Male   rural       No    1    MaleruralNo
## 591   99   4    4      4    0 138   Male   rural       No    1    MaleruralNo
## 592   99   5    5      4    1 138   Male   rural       No    1    MaleruralNo
## 593   99   6    6      4    2 138   Male   rural       No    1    MaleruralNo
## 594   99   7    7      4    3 138   Male   rural       No    1    MaleruralNo
## 595  100   2    2      4    0 139   Male   rural       No    1    MaleruralNo
## 596  100   3    3      4    0 139   Male   rural       No    1    MaleruralNo
## 597  100   4    4      4    0 139   Male   rural       No    1    MaleruralNo
## 598  100   5    5      4    1 139   Male   rural       No    1    MaleruralNo
## 599  100   6    6      4    2 139   Male   rural       No    1    MaleruralNo
## 600  100   7    7      4    3 139   Male   rural       No    1    MaleruralNo
## 601  101   2    2      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 602  101   3    3      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 603  101   4    4      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 604  101   5    5      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 605  101   6    6      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 606  101   7    7      4 <NA> 140   Male   rural     <NA>    1           <NA>
## 607  102   2    2      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 608  102   3    3      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 609  102   4    4      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 610  102   5    5      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 611  102   6    6      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 612  102   7    7      4 <NA> 141   Male   rural     <NA>    1           <NA>
## 613  103   2    2      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 614  103   3    3      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 615  103   4    4      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 616  103   5    5      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 617  103   6    6      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 618  103   7    7      4 <NA> 142   Male   rural     <NA>    1           <NA>
## 619  104   2    2      4    0 143 Female   rural      Yes    1 FemaleruralYes
## 620  104   3    3      4    0 143 Female   rural      Yes    1 FemaleruralYes
## 621  104   4    4      4    0 143 Female   rural      Yes    1 FemaleruralYes
## 622  104   5    5      4    1 143 Female   rural      Yes    1 FemaleruralYes
## 623  104   6    6      4    2 143 Female   rural      Yes    1 FemaleruralYes
## 624  104   7    7      4    3 143 Female   rural      Yes    1 FemaleruralYes
## 625  105   2    2      4    0 144   Male   rural      Yes    1   MaleruralYes
## 626  105   3    3      4    0 144   Male   rural      Yes    1   MaleruralYes
## 627  105   4    4      4    0 144   Male   rural      Yes    1   MaleruralYes
## 628  105   5    5      4    1 144   Male   rural      Yes    1   MaleruralYes
## 629  105   6    6      4    2 144   Male   rural      Yes    1   MaleruralYes
## 630  105   7    7      4    3 144   Male   rural      Yes    1   MaleruralYes
## 631  106   2    2      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 632  106   3    3      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 633  106   4    4      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 634  106   5    5      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 635  106   6    6      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 636  106   7    7      4 <NA> 145 Female   rural     <NA>    1           <NA>
## 637  107   2    2      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 638  107   3    3      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 639  107   4    4      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 640  107   5    5      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 641  107   6    6      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 642  107   7    7      4 <NA> 146 Female   rural     <NA>    1           <NA>
## 643  108   2    2      4    0 147 Female   rural      Yes    1 FemaleruralYes
## 644  108   3    3      4    0 147 Female   rural      Yes    1 FemaleruralYes
## 645  108   4    4      4    0 147 Female   rural      Yes    1 FemaleruralYes
## 646  108   5    5      4    1 147 Female   rural      Yes    1 FemaleruralYes
## 647  108   6    6      4    2 147 Female   rural      Yes    1 FemaleruralYes
## 648  108   7    7      4    3 147 Female   rural      Yes    1 FemaleruralYes
## 649  109   2    2      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 650  109   3    3      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 651  109   4    4      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 652  109   5    5      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 653  109   6    6      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 654  109   7    7      4 <NA> 148 Female   rural     <NA>    1           <NA>
## 655  110   2    2      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 656  110   3    3      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 657  110   4    4      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 658  110   5    5      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 659  110   6    6      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 660  110   7    7      4 <NA> 149 Female   rural     <NA>    1           <NA>
## 661  111   2    2      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 662  111   3    3      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 663  111   4    4      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 664  111   5    5      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 665  111   6    6      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 666  111   7    7      4 <NA> 150 Female   rural     <NA>    1           <NA>
## 667  112   2    2      4    0 151   Male   rural      Yes    1   MaleruralYes
## 668  112   3    3      4    0 151   Male   rural      Yes    1   MaleruralYes
## 669  112   4    4      4    0 151   Male   rural      Yes    1   MaleruralYes
## 670  112   5    5      4    1 151   Male   rural      Yes    1   MaleruralYes
## 671  112   6    6      4    2 151   Male   rural      Yes    1   MaleruralYes
## 672  112   7    7      4    3 151   Male   rural      Yes    1   MaleruralYes
## 673  113   2    2      4    0 152   Male   rural      Yes    1   MaleruralYes
## 674  113   3    3      4    0 152   Male   rural      Yes    1   MaleruralYes
## 675  113   4    4      4    0 152   Male   rural      Yes    1   MaleruralYes
## 676  113   5    5      4    1 152   Male   rural      Yes    1   MaleruralYes
## 677  113   6    6      4    2 152   Male   rural      Yes    1   MaleruralYes
## 678  113   7    7      4    3 152   Male   rural      Yes    1   MaleruralYes
## 679  114   2    2      4    0 153   Male   rural      Yes    1   MaleruralYes
## 680  114   3    3      4    0 153   Male   rural      Yes    1   MaleruralYes
## 681  114   4    4      4    0 153   Male   rural      Yes    1   MaleruralYes
## 682  114   5    5      4    1 153   Male   rural      Yes    1   MaleruralYes
## 683  114   6    6      4    2 153   Male   rural      Yes    1   MaleruralYes
## 684  114   7    7      4    3 153   Male   rural      Yes    1   MaleruralYes
## 685  115   2    2      4    0 154   Male   rural       No    1    MaleruralNo
## 686  115   3    3      4    0 154   Male   rural       No    1    MaleruralNo
## 687  115   4    4      4    0 154   Male   rural       No    1    MaleruralNo
## 688  115   5    5      4    1 154   Male   rural       No    1    MaleruralNo
## 689  115   6    6      4    2 154   Male   rural       No    1    MaleruralNo
## 690  115   7    7      4    3 154   Male   rural       No    1    MaleruralNo
## 691  116   2    2      4    0 155   Male   rural       No    1    MaleruralNo
## 692  116   3    3      4    0 155   Male   rural       No    1    MaleruralNo
## 693  116   4    4      4    0 155   Male   rural       No    1    MaleruralNo
## 694  116   5    5      4    1 155   Male   rural       No    1    MaleruralNo
## 695  116   6    6      4    2 155   Male   rural       No    1    MaleruralNo
## 696  116   7    7      4    3 155   Male   rural       No    1    MaleruralNo
## 697  117   2    2      4    0 156   Male   rural      Yes    1   MaleruralYes
## 698  117   3    3      4    0 156   Male   rural      Yes    1   MaleruralYes
## 699  117   4    4      4    0 156   Male   rural      Yes    1   MaleruralYes
## 700  117   5    5      4    1 156   Male   rural      Yes    1   MaleruralYes
## 701  117   6    6      4    2 156   Male   rural      Yes    1   MaleruralYes
## 702  117   7    7      4    3 156   Male   rural      Yes    1   MaleruralYes
## 703  118   2    2      4    0 157 Female   rural      Yes    1 FemaleruralYes
## 704  118   3    3      4    0 157 Female   rural      Yes    1 FemaleruralYes
## 705  118   4    4      4    0 157 Female   rural      Yes    1 FemaleruralYes
## 706  118   5    5      4    1 157 Female   rural      Yes    1 FemaleruralYes
## 707  118   6    6      4    2 157 Female   rural      Yes    1 FemaleruralYes
## 708  118   7    7      4    3 157 Female   rural      Yes    1 FemaleruralYes
## 709  119   2    2      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 710  119   3    3      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 711  119   4    4      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 712  119   5    5      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 713  119   6    6      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 714  119   7    7      4 <NA> 158 Female   rural     <NA>    1           <NA>
## 715  120   2    2      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 716  120   3    3      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 717  120   4    4      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 718  120   5    5      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 719  120   6    6      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 720  120   7    7      4 <NA> 159 Female   rural     <NA>    1           <NA>
## 721  121   2    2      4    0 160 Female   rural      Yes    1 FemaleruralYes
## 722  121   3    3      4    0 160 Female   rural      Yes    1 FemaleruralYes
## 723  121   4    4      4    0 160 Female   rural      Yes    1 FemaleruralYes
## 724  121   5    5      4    1 160 Female   rural      Yes    1 FemaleruralYes
## 725  121   6    6      4    2 160 Female   rural      Yes    1 FemaleruralYes
## 726  121   7    7      4    3 160 Female   rural      Yes    1 FemaleruralYes
## 727  122   2    2      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 728  122   3    3      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 729  122   4    4      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 730  122   5    5      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 731  122   6    6      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 732  122   7    7      4 <NA> 161   Male   rural     <NA>    1           <NA>
## 733  123   2    2      4    0 162   Male   rural      Yes    1   MaleruralYes
## 734  123   3    3      4    0 162   Male   rural      Yes    1   MaleruralYes
## 735  123   4    4      4    0 162   Male   rural      Yes    1   MaleruralYes
## 736  123   5    5      4    1 162   Male   rural      Yes    1   MaleruralYes
## 737  123   6    6      4    2 162   Male   rural      Yes    1   MaleruralYes
## 738  123   7    7      4    3 162   Male   rural      Yes    1   MaleruralYes
## 739  124   2    2      4    0 163   Male   rural      Yes    1   MaleruralYes
## 740  124   3    3      4    0 163   Male   rural      Yes    1   MaleruralYes
## 741  124   4    4      4    0 163   Male   rural      Yes    1   MaleruralYes
## 742  124   5    5      4    1 163   Male   rural      Yes    1   MaleruralYes
## 743  124   6    6      4    2 163   Male   rural      Yes    1   MaleruralYes
## 744  124   7    7      4    3 163   Male   rural      Yes    1   MaleruralYes
## 745  125   2    2      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 746  125   3    3      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 747  125   4    4      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 748  125   5    5      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 749  125   6    6      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 750  125   7    7      4 <NA> 164 Female   rural     <NA>    1           <NA>
## 751  126   2    2      4    0 165 Female   rural      Yes    1 FemaleruralYes
## 752  126   3    3      4    0 165 Female   rural      Yes    1 FemaleruralYes
## 753  126   4    4      4    0 165 Female   rural      Yes    1 FemaleruralYes
## 754  126   5    5      4    1 165 Female   rural      Yes    1 FemaleruralYes
## 755  126   6    6      4    2 165 Female   rural      Yes    1 FemaleruralYes
## 756  126   7    7      4    3 165 Female   rural      Yes    1 FemaleruralYes
## 757  127   2    2      4    0 166   Male   rural      Yes    1   MaleruralYes
## 758  127   3    3      4    0 166   Male   rural      Yes    1   MaleruralYes
## 759  127   4    4      4    0 166   Male   rural      Yes    1   MaleruralYes
## 760  127   5    5      4    1 166   Male   rural      Yes    1   MaleruralYes
## 761  127   6    6      4    2 166   Male   rural      Yes    1   MaleruralYes
## 762  127   7    7      4    3 166   Male   rural      Yes    1   MaleruralYes
## 763  128   2    2      4    0 167   Male   rural       No    1    MaleruralNo
## 764  128   3    3      4    0 167   Male   rural       No    1    MaleruralNo
## 765  128   4    4      4    0 167   Male   rural       No    1    MaleruralNo
## 766  128   5    5      4    1 167   Male   rural       No    1    MaleruralNo
## 767  128   6    6      4    2 167   Male   rural       No    1    MaleruralNo
## 768  128   7    7      4    3 167   Male   rural       No    1    MaleruralNo
## 769  129   2    2      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 770  129   3    3      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 771  129   4    4      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 772  129   5    5      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 773  129   6    6      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 774  129   7    7      4 <NA> 168   Male   rural     <NA>    1           <NA>
## 775  130   2    2      4    0 169   Male   rural       No    1    MaleruralNo
## 776  130   3    3      4    0 169   Male   rural       No    1    MaleruralNo
## 777  130   4    4      4    0 169   Male   rural       No    1    MaleruralNo
## 778  130   5    5      4    1 169   Male   rural       No    1    MaleruralNo
## 779  130   6    6      4    2 169   Male   rural       No    1    MaleruralNo
## 780  130   7    7      4    3 169   Male   rural       No    1    MaleruralNo
## 781  131   2    2      4    0 170   Male   rural      Yes    1   MaleruralYes
## 782  131   3    3      4    0 170   Male   rural      Yes    1   MaleruralYes
## 783  131   4    4      4    0 170   Male   rural      Yes    1   MaleruralYes
## 784  131   5    5      4    1 170   Male   rural      Yes    1   MaleruralYes
## 785  131   6    6      4    2 170   Male   rural      Yes    1   MaleruralYes
## 786  131   7    7      4    3 170   Male   rural      Yes    1   MaleruralYes
## 787  132   2    2      4    0 171   Male   rural      Yes    1   MaleruralYes
## 788  132   3    3      4    0 171   Male   rural      Yes    1   MaleruralYes
## 789  132   4    4      4    0 171   Male   rural      Yes    1   MaleruralYes
## 790  132   5    5      4    1 171   Male   rural      Yes    1   MaleruralYes
## 791  132   6    6      4    2 171   Male   rural      Yes    1   MaleruralYes
## 792  132   7    7      4    3 171   Male   rural      Yes    1   MaleruralYes
## 793  133   2    2      3    0 172 Female   rural       No    1  FemaleruralNo
## 794  133   3    3      3    0 172 Female   rural       No    1  FemaleruralNo
## 795  133   4    4      3    1 172 Female   rural       No    1  FemaleruralNo
## 796  133   5    5      3    2 172 Female   rural       No    1  FemaleruralNo
## 797  133   6    6      3    3 172 Female   rural       No    1  FemaleruralNo
## 798  133   7    7      3    4 172 Female   rural       No    1  FemaleruralNo
## 799  134   2    2      3    0 173 Female   rural       No    1  FemaleruralNo
## 800  134   3    3      3    0 173 Female   rural       No    1  FemaleruralNo
## 801  134   4    4      3    1 173 Female   rural       No    1  FemaleruralNo
## 802  134   5    5      3    2 173 Female   rural       No    1  FemaleruralNo
## 803  134   6    6      3    3 173 Female   rural       No    1  FemaleruralNo
## 804  134   7    7      3    4 173 Female   rural       No    1  FemaleruralNo
## 805  135   2    2      3    0 174 Female   rural      Yes    1 FemaleruralYes
## 806  135   3    3      3    0 174 Female   rural      Yes    1 FemaleruralYes
## 807  135   4    4      3    1 174 Female   rural      Yes    1 FemaleruralYes
## 808  135   5    5      3    2 174 Female   rural      Yes    1 FemaleruralYes
## 809  135   6    6      3    3 174 Female   rural      Yes    1 FemaleruralYes
## 810  135   7    7      3    4 174 Female   rural      Yes    1 FemaleruralYes
## 811  136   2    2      3    0 175 Female   rural      Yes    1 FemaleruralYes
## 812  136   3    3      3    0 175 Female   rural      Yes    1 FemaleruralYes
## 813  136   4    4      3    1 175 Female   rural      Yes    1 FemaleruralYes
## 814  136   5    5      3    2 175 Female   rural      Yes    1 FemaleruralYes
## 815  136   6    6      3    3 175 Female   rural      Yes    1 FemaleruralYes
## 816  136   7    7      3    4 175 Female   rural      Yes    1 FemaleruralYes
## 817  137   2    2      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 818  137   3    3      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 819  137   4    4      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 820  137   5    5      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 821  137   6    6      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 822  137   7    7      3 <NA> 176 Female   rural     <NA>    1           <NA>
## 823  138   2    2      3    0 177 Female   rural       No    1  FemaleruralNo
## 824  138   3    3      3    0 177 Female   rural       No    1  FemaleruralNo
## 825  138   4    4      3    1 177 Female   rural       No    1  FemaleruralNo
## 826  138   5    5      3    2 177 Female   rural       No    1  FemaleruralNo
## 827  138   6    6      3    3 177 Female   rural       No    1  FemaleruralNo
## 828  138   7    7      3    4 177 Female   rural       No    1  FemaleruralNo
## 829  139   2    2      3    0 178 Female   rural       No    1  FemaleruralNo
## 830  139   3    3      3    0 178 Female   rural       No    1  FemaleruralNo
## 831  139   4    4      3    1 178 Female   rural       No    1  FemaleruralNo
## 832  139   5    5      3    2 178 Female   rural       No    1  FemaleruralNo
## 833  139   6    6      3    3 178 Female   rural       No    1  FemaleruralNo
## 834  139   7    7      3    4 178 Female   rural       No    1  FemaleruralNo
## 835  140   2    2      3    0 179 Female   rural      Yes    1 FemaleruralYes
## 836  140   3    3      3    0 179 Female   rural      Yes    1 FemaleruralYes
## 837  140   4    4      3    1 179 Female   rural      Yes    1 FemaleruralYes
## 838  140   5    5      3    2 179 Female   rural      Yes    1 FemaleruralYes
## 839  140   6    6      3    3 179 Female   rural      Yes    1 FemaleruralYes
## 840  140   7    7      3    4 179 Female   rural      Yes    1 FemaleruralYes
## 841  141   2    2      3    0 180 Female   rural      Yes    1 FemaleruralYes
## 842  141   3    3      3    0 180 Female   rural      Yes    1 FemaleruralYes
## 843  141   4    4      3    1 180 Female   rural      Yes    1 FemaleruralYes
## 844  141   5    5      3    2 180 Female   rural      Yes    1 FemaleruralYes
## 845  141   6    6      3    3 180 Female   rural      Yes    1 FemaleruralYes
## 846  141   7    7      3    4 180 Female   rural      Yes    1 FemaleruralYes
## 847  142   2    2      3    0 181 Female   rural      Yes    1 FemaleruralYes
## 848  142   3    3      3    0 181 Female   rural      Yes    1 FemaleruralYes
## 849  142   4    4      3    1 181 Female   rural      Yes    1 FemaleruralYes
## 850  142   5    5      3    2 181 Female   rural      Yes    1 FemaleruralYes
## 851  142   6    6      3    3 181 Female   rural      Yes    1 FemaleruralYes
## 852  142   7    7      3    4 181 Female   rural      Yes    1 FemaleruralYes
## 853  143   2    2      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 854  143   3    3      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 855  143   4    4      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 856  143   5    5      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 857  143   6    6      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 858  143   7    7      3 <NA> 182 Female   rural     <NA>    1           <NA>
## 859  144   2    2      3    0 183 Female   rural      Yes    1 FemaleruralYes
## 860  144   3    3      3    0 183 Female   rural      Yes    1 FemaleruralYes
## 861  144   4    4      3    1 183 Female   rural      Yes    1 FemaleruralYes
## 862  144   5    5      3    2 183 Female   rural      Yes    1 FemaleruralYes
## 863  144   6    6      3    3 183 Female   rural      Yes    1 FemaleruralYes
## 864  144   7    7      3    4 183 Female   rural      Yes    1 FemaleruralYes
## 865  145   2    2      3    0 184 Female   rural       No    1  FemaleruralNo
## 866  145   3    3      3    0 184 Female   rural       No    1  FemaleruralNo
## 867  145   4    4      3    1 184 Female   rural       No    1  FemaleruralNo
## 868  145   5    5      3    2 184 Female   rural       No    1  FemaleruralNo
## 869  145   6    6      3    3 184 Female   rural       No    1  FemaleruralNo
## 870  145   7    7      3    4 184 Female   rural       No    1  FemaleruralNo
## 871  146   2    2      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 872  146   3    3      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 873  146   4    4      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 874  146   5    5      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 875  146   6    6      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 876  146   7    7      3 <NA> 185 Female   rural     <NA>    1           <NA>
## 877  147   2    2      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 878  147   3    3      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 879  147   4    4      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 880  147   5    5      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 881  147   6    6      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 882  147   7    7      3 <NA> 186 Female   rural     <NA>    1           <NA>
## 883  148   2    2      3    0 187 Female   rural       No    1  FemaleruralNo
## 884  148   3    3      3    0 187 Female   rural       No    1  FemaleruralNo
## 885  148   4    4      3    1 187 Female   rural       No    1  FemaleruralNo
## 886  148   5    5      3    2 187 Female   rural       No    1  FemaleruralNo
## 887  148   6    6      3    3 187 Female   rural       No    1  FemaleruralNo
## 888  148   7    7      3    4 187 Female   rural       No    1  FemaleruralNo
## 889  149   2    2      3    0 188 Female   rural      Yes    1 FemaleruralYes
## 890  149   3    3      3    0 188 Female   rural      Yes    1 FemaleruralYes
## 891  149   4    4      3    1 188 Female   rural      Yes    1 FemaleruralYes
## 892  149   5    5      3    2 188 Female   rural      Yes    1 FemaleruralYes
## 893  149   6    6      3    3 188 Female   rural      Yes    1 FemaleruralYes
## 894  149   7    7      3    4 188 Female   rural      Yes    1 FemaleruralYes
## 895  150   2    2      3    0 189 Female   rural       No    1  FemaleruralNo
## 896  150   3    3      3    0 189 Female   rural       No    1  FemaleruralNo
## 897  150   4    4      3    1 189 Female   rural       No    1  FemaleruralNo
## 898  150   5    5      3    2 189 Female   rural       No    1  FemaleruralNo
## 899  150   6    6      3    3 189 Female   rural       No    1  FemaleruralNo
## 900  150   7    7      3    4 189 Female   rural       No    1  FemaleruralNo
## 901  151   2    2      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 902  151   3    3      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 903  151   4    4      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 904  151   5    5      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 905  151   6    6      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 906  151   7    7      3 <NA> 190   Male   rural     <NA>    1           <NA>
## 907  152   2    2      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 908  152   3    3      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 909  152   4    4      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 910  152   5    5      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 911  152   6    6      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 912  152   7    7      3 <NA> 191   Male   rural     <NA>    1           <NA>
## 913  153   2    2      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 914  153   3    3      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 915  153   4    4      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 916  153   5    5      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 917  153   6    6      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 918  153   7    7      3 <NA> 192   Male   rural     <NA>    1           <NA>
## 919  154   2    2      3    0 193   Male   rural       No    1    MaleruralNo
## 920  154   3    3      3    0 193   Male   rural       No    1    MaleruralNo
## 921  154   4    4      3    1 193   Male   rural       No    1    MaleruralNo
## 922  154   5    5      3    2 193   Male   rural       No    1    MaleruralNo
## 923  154   6    6      3    3 193   Male   rural       No    1    MaleruralNo
## 924  154   7    7      3    4 193   Male   rural       No    1    MaleruralNo
## 925  155   2    2      3    0 194   Male   rural       No    1    MaleruralNo
## 926  155   3    3      3    0 194   Male   rural       No    1    MaleruralNo
## 927  155   4    4      3    1 194   Male   rural       No    1    MaleruralNo
## 928  155   5    5      3    2 194   Male   rural       No    1    MaleruralNo
## 929  155   6    6      3    3 194   Male   rural       No    1    MaleruralNo
## 930  155   7    7      3    4 194   Male   rural       No    1    MaleruralNo
## 931  156   2    2      3    0 195   Male   rural      Yes    1   MaleruralYes
## 932  156   3    3      3    0 195   Male   rural      Yes    1   MaleruralYes
## 933  156   4    4      3    1 195   Male   rural      Yes    1   MaleruralYes
## 934  156   5    5      3    2 195   Male   rural      Yes    1   MaleruralYes
## 935  156   6    6      3    3 195   Male   rural      Yes    1   MaleruralYes
## 936  156   7    7      3    4 195   Male   rural      Yes    1   MaleruralYes
## 937  157   2    2      3    0 196   Male   rural      Yes    1   MaleruralYes
## 938  157   3    3      3    0 196   Male   rural      Yes    1   MaleruralYes
## 939  157   4    4      3    1 196   Male   rural      Yes    1   MaleruralYes
## 940  157   5    5      3    2 196   Male   rural      Yes    1   MaleruralYes
## 941  157   6    6      3    3 196   Male   rural      Yes    1   MaleruralYes
## 942  157   7    7      3    4 196   Male   rural      Yes    1   MaleruralYes
## 943  158   2    2      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 944  158   3    3      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 945  158   4    4      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 946  158   5    5      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 947  158   6    6      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 948  158   7    7      3 <NA> 197   Male   rural     <NA>    1           <NA>
## 949  159   2    2      3    0 198   Male   rural       No    1    MaleruralNo
## 950  159   3    3      3    0 198   Male   rural       No    1    MaleruralNo
## 951  159   4    4      3    1 198   Male   rural       No    1    MaleruralNo
## 952  159   5    5      3    2 198   Male   rural       No    1    MaleruralNo
## 953  159   6    6      3    3 198   Male   rural       No    1    MaleruralNo
## 954  159   7    7      3    4 198   Male   rural       No    1    MaleruralNo
## 955  160   2    2      3    0 199   Male   rural      Yes    1   MaleruralYes
## 956  160   3    3      3    0 199   Male   rural      Yes    1   MaleruralYes
## 957  160   4    4      3    1 199   Male   rural      Yes    1   MaleruralYes
## 958  160   5    5      3    2 199   Male   rural      Yes    1   MaleruralYes
## 959  160   6    6      3    3 199   Male   rural      Yes    1   MaleruralYes
## 960  160   7    7      3    4 199   Male   rural      Yes    1   MaleruralYes
## 961  161   2    2      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 962  161   3    3      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 963  161   4    4      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 964  161   5    5      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 965  161   6    6      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 966  161   7    7      3 <NA> 200   Male   rural     <NA>    1           <NA>
## 967  162   2    2      3    0 201   Male   rural       No    1    MaleruralNo
## 968  162   3    3      3    0 201   Male   rural       No    1    MaleruralNo
## 969  162   4    4      3    1 201   Male   rural       No    1    MaleruralNo
## 970  162   5    5      3    2 201   Male   rural       No    1    MaleruralNo
## 971  162   6    6      3    3 201   Male   rural       No    1    MaleruralNo
## 972  162   7    7      3    4 201   Male   rural       No    1    MaleruralNo
## 973  163   2    2      3    0 202 Female   rural      Yes    1 FemaleruralYes
## 974  163   3    3      3    0 202 Female   rural      Yes    1 FemaleruralYes
## 975  163   4    4      3    1 202 Female   rural      Yes    1 FemaleruralYes
## 976  163   5    5      3    2 202 Female   rural      Yes    1 FemaleruralYes
## 977  163   6    6      3    3 202 Female   rural      Yes    1 FemaleruralYes
## 978  163   7    7      3    4 202 Female   rural      Yes    1 FemaleruralYes
## 979  164   2    2      3    0 203 Female   rural      Yes    1 FemaleruralYes
## 980  164   3    3      3    0 203 Female   rural      Yes    1 FemaleruralYes
## 981  164   4    4      3    1 203 Female   rural      Yes    1 FemaleruralYes
## 982  164   5    5      3    2 203 Female   rural      Yes    1 FemaleruralYes
## 983  164   6    6      3    3 203 Female   rural      Yes    1 FemaleruralYes
## 984  164   7    7      3    4 203 Female   rural      Yes    1 FemaleruralYes
## 985  165   2    2      3    0 204 Female   rural       No    1  FemaleruralNo
## 986  165   3    3      3    0 204 Female   rural       No    1  FemaleruralNo
## 987  165   4    4      3    1 204 Female   rural       No    1  FemaleruralNo
## 988  165   5    5      3    2 204 Female   rural       No    1  FemaleruralNo
## 989  165   6    6      3    3 204 Female   rural       No    1  FemaleruralNo
## 990  165   7    7      3    4 204 Female   rural       No    1  FemaleruralNo
## 991  166   2    2      3    0 205 Female   rural      Yes    1 FemaleruralYes
## 992  166   3    3      3    0 205 Female   rural      Yes    1 FemaleruralYes
## 993  166   4    4      3    1 205 Female   rural      Yes    1 FemaleruralYes
## 994  166   5    5      3    2 205 Female   rural      Yes    1 FemaleruralYes
## 995  166   6    6      3    3 205 Female   rural      Yes    1 FemaleruralYes
## 996  166   7    7      3    4 205 Female   rural      Yes    1 FemaleruralYes
## 997  167   2    2      3    0 206   Male   rural       No    1    MaleruralNo
## 998  167   3    3      3    0 206   Male   rural       No    1    MaleruralNo
## 999  167   4    4      3    1 206   Male   rural       No    1    MaleruralNo
## 1000 167   5    5      3    2 206   Male   rural       No    1    MaleruralNo
## 1001 167   6    6      3    3 206   Male   rural       No    1    MaleruralNo
## 1002 167   7    7      3    4 206   Male   rural       No    1    MaleruralNo
## 1003 168   2    2      3    0 207   Male   rural       No    1    MaleruralNo
## 1004 168   3    3      3    0 207   Male   rural       No    1    MaleruralNo
## 1005 168   4    4      3    1 207   Male   rural       No    1    MaleruralNo
## 1006 168   5    5      3    2 207   Male   rural       No    1    MaleruralNo
## 1007 168   6    6      3    3 207   Male   rural       No    1    MaleruralNo
## 1008 168   7    7      3    4 207   Male   rural       No    1    MaleruralNo
## 1009 169   2    2      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1010 169   3    3      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1011 169   4    4      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1012 169   5    5      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1013 169   6    6      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1014 169   7    7      3 <NA> 208   Male   rural     <NA>    1           <NA>
## 1015 170   2    2      3    0 209   Male   rural      Yes    1   MaleruralYes
## 1016 170   3    3      3    0 209   Male   rural      Yes    1   MaleruralYes
## 1017 170   4    4      3    1 209   Male   rural      Yes    1   MaleruralYes
## 1018 170   5    5      3    2 209   Male   rural      Yes    1   MaleruralYes
## 1019 170   6    6      3    3 209   Male   rural      Yes    1   MaleruralYes
## 1020 170   7    7      3    4 209   Male   rural      Yes    1   MaleruralYes
## 1021 171   2    2      3    0 210   Male   rural      Yes    1   MaleruralYes
## 1022 171   3    3      3    0 210   Male   rural      Yes    1   MaleruralYes
## 1023 171   4    4      3    1 210   Male   rural      Yes    1   MaleruralYes
## 1024 171   5    5      3    2 210   Male   rural      Yes    1   MaleruralYes
## 1025 171   6    6      3    3 210   Male   rural      Yes    1   MaleruralYes
## 1026 171   7    7      3    4 210   Male   rural      Yes    1   MaleruralYes
## 1027 172   2    2      3    0 211   Male   rural       No    1    MaleruralNo
## 1028 172   3    3      3    0 211   Male   rural       No    1    MaleruralNo
## 1029 172   4    4      3    1 211   Male   rural       No    1    MaleruralNo
## 1030 172   5    5      3    2 211   Male   rural       No    1    MaleruralNo
## 1031 172   6    6      3    3 211   Male   rural       No    1    MaleruralNo
## 1032 172   7    7      3    4 211   Male   rural       No    1    MaleruralNo
## 1033 173   2    2      3    0 212   Male   rural      Yes    1   MaleruralYes
## 1034 173   3    3      3    0 212   Male   rural      Yes    1   MaleruralYes
## 1035 173   4    4      3    1 212   Male   rural      Yes    1   MaleruralYes
## 1036 173   5    5      3    2 212   Male   rural      Yes    1   MaleruralYes
## 1037 173   6    6      3    3 212   Male   rural      Yes    1   MaleruralYes
## 1038 173   7    7      3    4 212   Male   rural      Yes    1   MaleruralYes
## 1039 174   2    2      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1040 174   3    3      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1041 174   4    4      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1042 174   5    5      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1043 174   6    6      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1044 174   7    7      3 <NA> 213   Male   rural     <NA>    1           <NA>
## 1045 175   2    2      3    0 214 Female   rural      Yes    1 FemaleruralYes
## 1046 175   3    3      3    0 214 Female   rural      Yes    1 FemaleruralYes
## 1047 175   4    4      3    1 214 Female   rural      Yes    1 FemaleruralYes
## 1048 175   5    5      3    2 214 Female   rural      Yes    1 FemaleruralYes
## 1049 175   6    6      3    3 214 Female   rural      Yes    1 FemaleruralYes
## 1050 175   7    7      3    4 214 Female   rural      Yes    1 FemaleruralYes
## 1051 176   2    2      3    0 215 Female   rural      Yes    1 FemaleruralYes
## 1052 176   3    3      3    0 215 Female   rural      Yes    1 FemaleruralYes
## 1053 176   4    4      3    1 215 Female   rural      Yes    1 FemaleruralYes
## 1054 176   5    5      3    2 215 Female   rural      Yes    1 FemaleruralYes
## 1055 176   6    6      3    3 215 Female   rural      Yes    1 FemaleruralYes
## 1056 176   7    7      3    4 215 Female   rural      Yes    1 FemaleruralYes
## 1057 177   2    2      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1058 177   3    3      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1059 177   4    4      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1060 177   5    5      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1061 177   6    6      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1062 177   7    7      3 <NA> 216   Male   rural     <NA>    1           <NA>
## 1063 178   2    2      3    0 217   Male   rural       No    1    MaleruralNo
## 1064 178   3    3      3    0 217   Male   rural       No    1    MaleruralNo
## 1065 178   4    4      3    1 217   Male   rural       No    1    MaleruralNo
## 1066 178   5    5      3    2 217   Male   rural       No    1    MaleruralNo
## 1067 178   6    6      3    3 217   Male   rural       No    1    MaleruralNo
## 1068 178   7    7      3    4 217   Male   rural       No    1    MaleruralNo
## 1069 179   2    2      3    0 218   Male   rural       No    1    MaleruralNo
## 1070 179   3    3      3    0 218   Male   rural       No    1    MaleruralNo
## 1071 179   4    4      3    1 218   Male   rural       No    1    MaleruralNo
## 1072 179   5    5      3    2 218   Male   rural       No    1    MaleruralNo
## 1073 179   6    6      3    3 218   Male   rural       No    1    MaleruralNo
## 1074 179   7    7      3    4 218   Male   rural       No    1    MaleruralNo
## 1075 180   2    2      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1076 180   3    3      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1077 180   4    4      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1078 180   5    5      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1079 180   6    6      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1080 180   7    7      3 <NA> 219   Male   rural     <NA>    1           <NA>
## 1081 181   2    2      3    0 220 Female   rural       No    1  FemaleruralNo
## 1082 181   3    3      3    0 220 Female   rural       No    1  FemaleruralNo
## 1083 181   4    4      3    1 220 Female   rural       No    1  FemaleruralNo
## 1084 181   5    5      3    2 220 Female   rural       No    1  FemaleruralNo
## 1085 181   6    6      3    3 220 Female   rural       No    1  FemaleruralNo
## 1086 181   7    7      3    4 220 Female   rural       No    1  FemaleruralNo
## 1087 182   2    2      3    0 221   Male   rural       No    1    MaleruralNo
## 1088 182   3    3      3    0 221   Male   rural       No    1    MaleruralNo
## 1089 182   4    4      3    1 221   Male   rural       No    1    MaleruralNo
## 1090 182   5    5      3    2 221   Male   rural       No    1    MaleruralNo
## 1091 182   6    6      3    3 221   Male   rural       No    1    MaleruralNo
## 1092 182   7    7      3    4 221   Male   rural       No    1    MaleruralNo
## 1093 183   2    2      3    0 222 Female   rural       No    1  FemaleruralNo
## 1094 183   3    3      3    0 222 Female   rural       No    1  FemaleruralNo
## 1095 183   4    4      3    1 222 Female   rural       No    1  FemaleruralNo
## 1096 183   5    5      3    2 222 Female   rural       No    1  FemaleruralNo
## 1097 183   6    6      3    3 222 Female   rural       No    1  FemaleruralNo
## 1098 183   7    7      3    4 222 Female   rural       No    1  FemaleruralNo
## 1099 184   2    2      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1100 184   3    3      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1101 184   4    4      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1102 184   5    5      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1103 184   6    6      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1104 184   7    7      3 <NA> 223 Female   rural     <NA>    1           <NA>
## 1105 185   2    2      2    0 224 Female   rural      Yes    1 FemaleruralYes
## 1106 185   3    3      2    1 224 Female   rural      Yes    1 FemaleruralYes
## 1107 185   4    4      2    2 224 Female   rural      Yes    1 FemaleruralYes
## 1108 185   5    5      2    3 224 Female   rural      Yes    1 FemaleruralYes
## 1109 185   6    6      2    4 224 Female   rural      Yes    1 FemaleruralYes
## 1110 185   7    7      2    5 224 Female   rural      Yes    1 FemaleruralYes
## 1111 186   2    2      2    0 225 Female   rural       No    1  FemaleruralNo
## 1112 186   3    3      2    1 225 Female   rural       No    1  FemaleruralNo
## 1113 186   4    4      2    2 225 Female   rural       No    1  FemaleruralNo
## 1114 186   5    5      2    3 225 Female   rural       No    1  FemaleruralNo
## 1115 186   6    6      2    4 225 Female   rural       No    1  FemaleruralNo
## 1116 186   7    7      2    5 225 Female   rural       No    1  FemaleruralNo
## 1117 187   2    2      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1118 187   3    3      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1119 187   4    4      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1120 187   5    5      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1121 187   6    6      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1122 187   7    7      2 <NA> 226 Female   rural     <NA>    1           <NA>
## 1123 188   2    2      2    0 227 Female   rural      Yes    1 FemaleruralYes
## 1124 188   3    3      2    1 227 Female   rural      Yes    1 FemaleruralYes
## 1125 188   4    4      2    2 227 Female   rural      Yes    1 FemaleruralYes
## 1126 188   5    5      2    3 227 Female   rural      Yes    1 FemaleruralYes
## 1127 188   6    6      2    4 227 Female   rural      Yes    1 FemaleruralYes
## 1128 188   7    7      2    5 227 Female   rural      Yes    1 FemaleruralYes
## 1129 189   2    2      2    0 228 Female   rural       No    1  FemaleruralNo
## 1130 189   3    3      2    1 228 Female   rural       No    1  FemaleruralNo
## 1131 189   4    4      2    2 228 Female   rural       No    1  FemaleruralNo
## 1132 189   5    5      2    3 228 Female   rural       No    1  FemaleruralNo
## 1133 189   6    6      2    4 228 Female   rural       No    1  FemaleruralNo
## 1134 189   7    7      2    5 228 Female   rural       No    1  FemaleruralNo
## 1135 190   2    2      2    0 229 Female   rural      Yes    1 FemaleruralYes
## 1136 190   3    3      2    1 229 Female   rural      Yes    1 FemaleruralYes
## 1137 190   4    4      2    2 229 Female   rural      Yes    1 FemaleruralYes
## 1138 190   5    5      2    3 229 Female   rural      Yes    1 FemaleruralYes
## 1139 190   6    6      2    4 229 Female   rural      Yes    1 FemaleruralYes
## 1140 190   7    7      2    5 229 Female   rural      Yes    1 FemaleruralYes
## 1141 191   2    2      2    0 230 Female   rural      Yes    1 FemaleruralYes
## 1142 191   3    3      2    1 230 Female   rural      Yes    1 FemaleruralYes
## 1143 191   4    4      2    2 230 Female   rural      Yes    1 FemaleruralYes
## 1144 191   5    5      2    3 230 Female   rural      Yes    1 FemaleruralYes
## 1145 191   6    6      2    4 230 Female   rural      Yes    1 FemaleruralYes
## 1146 191   7    7      2    5 230 Female   rural      Yes    1 FemaleruralYes
## 1147 192   2    2      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1148 192   3    3      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1149 192   4    4      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1150 192   5    5      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1151 192   6    6      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1152 192   7    7      2 <NA> 231 Female   rural     <NA>    1           <NA>
## 1153 193   2    2      2    0 232 Female   rural      Yes    1 FemaleruralYes
## 1154 193   3    3      2    1 232 Female   rural      Yes    1 FemaleruralYes
## 1155 193   4    4      2    2 232 Female   rural      Yes    1 FemaleruralYes
## 1156 193   5    5      2    3 232 Female   rural      Yes    1 FemaleruralYes
## 1157 193   6    6      2    4 232 Female   rural      Yes    1 FemaleruralYes
## 1158 193   7    7      2    5 232 Female   rural      Yes    1 FemaleruralYes
## 1159 194   2    2      2    0 233 Female   rural       No    1  FemaleruralNo
## 1160 194   3    3      2    1 233 Female   rural       No    1  FemaleruralNo
## 1161 194   4    4      2    2 233 Female   rural       No    1  FemaleruralNo
## 1162 194   5    5      2    3 233 Female   rural       No    1  FemaleruralNo
## 1163 194   6    6      2    4 233 Female   rural       No    1  FemaleruralNo
## 1164 194   7    7      2    5 233 Female   rural       No    1  FemaleruralNo
## 1165 195   2    2      2    0 234 Female   rural       No    1  FemaleruralNo
## 1166 195   3    3      2    1 234 Female   rural       No    1  FemaleruralNo
## 1167 195   4    4      2    2 234 Female   rural       No    1  FemaleruralNo
## 1168 195   5    5      2    3 234 Female   rural       No    1  FemaleruralNo
## 1169 195   6    6      2    4 234 Female   rural       No    1  FemaleruralNo
## 1170 195   7    7      2    5 234 Female   rural       No    1  FemaleruralNo
## 1171 196   2    2      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1172 196   3    3      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1173 196   4    4      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1174 196   5    5      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1175 196   6    6      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1176 196   7    7      2 <NA> 235 Female   rural     <NA>    1           <NA>
## 1177 197   2    2      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1178 197   3    3      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1179 197   4    4      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1180 197   5    5      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1181 197   6    6      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1182 197   7    7      2 <NA> 236 Female   rural     <NA>    1           <NA>
## 1183 198   2    2      2    0 237 Female   rural      Yes    1 FemaleruralYes
## 1184 198   3    3      2    1 237 Female   rural      Yes    1 FemaleruralYes
## 1185 198   4    4      2    2 237 Female   rural      Yes    1 FemaleruralYes
## 1186 198   5    5      2    3 237 Female   rural      Yes    1 FemaleruralYes
## 1187 198   6    6      2    4 237 Female   rural      Yes    1 FemaleruralYes
## 1188 198   7    7      2    5 237 Female   rural      Yes    1 FemaleruralYes
## 1189 199   2    2      2    0 238 Female   rural       No    1  FemaleruralNo
## 1190 199   3    3      2    1 238 Female   rural       No    1  FemaleruralNo
## 1191 199   4    4      2    2 238 Female   rural       No    1  FemaleruralNo
## 1192 199   5    5      2    3 238 Female   rural       No    1  FemaleruralNo
## 1193 199   6    6      2    4 238 Female   rural       No    1  FemaleruralNo
## 1194 199   7    7      2    5 238 Female   rural       No    1  FemaleruralNo
## 1195 200   2    2      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1196 200   3    3      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1197 200   4    4      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1198 200   5    5      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1199 200   6    6      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1200 200   7    7      2 <NA> 239 Female   rural     <NA>    1           <NA>
## 1201 201   2    2      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1202 201   3    3      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1203 201   4    4      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1204 201   5    5      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1205 201   6    6      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1206 201   7    7      2 <NA> 240 Female   rural     <NA>    1           <NA>
## 1207 202   2    2      2    0 241 Female   rural       No    1  FemaleruralNo
## 1208 202   3    3      2    1 241 Female   rural       No    1  FemaleruralNo
## 1209 202   4    4      2    2 241 Female   rural       No    1  FemaleruralNo
## 1210 202   5    5      2    3 241 Female   rural       No    1  FemaleruralNo
## 1211 202   6    6      2    4 241 Female   rural       No    1  FemaleruralNo
## 1212 202   7    7      2    5 241 Female   rural       No    1  FemaleruralNo
## 1213 203   2    2      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1214 203   3    3      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1215 203   4    4      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1216 203   5    5      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1217 203   6    6      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1218 203   7    7      2 <NA> 242   Male   rural     <NA>    1           <NA>
## 1219 204   2    2      2    0 243   Male   rural       No    1    MaleruralNo
## 1220 204   3    3      2    1 243   Male   rural       No    1    MaleruralNo
## 1221 204   4    4      2    2 243   Male   rural       No    1    MaleruralNo
## 1222 204   5    5      2    3 243   Male   rural       No    1    MaleruralNo
## 1223 204   6    6      2    4 243   Male   rural       No    1    MaleruralNo
## 1224 204   7    7      2    5 243   Male   rural       No    1    MaleruralNo
## 1225 205   2    2      2    0 244   Male   rural       No    1    MaleruralNo
## 1226 205   3    3      2    1 244   Male   rural       No    1    MaleruralNo
## 1227 205   4    4      2    2 244   Male   rural       No    1    MaleruralNo
## 1228 205   5    5      2    3 244   Male   rural       No    1    MaleruralNo
## 1229 205   6    6      2    4 244   Male   rural       No    1    MaleruralNo
## 1230 205   7    7      2    5 244   Male   rural       No    1    MaleruralNo
## 1231 206   2    2      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1232 206   3    3      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1233 206   4    4      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1234 206   5    5      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1235 206   6    6      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1236 206   7    7      2 <NA> 245   Male   rural     <NA>    1           <NA>
## 1237 207   2    2      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1238 207   3    3      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1239 207   4    4      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1240 207   5    5      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1241 207   6    6      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1242 207   7    7      2 <NA> 246   Male   rural     <NA>    1           <NA>
## 1243 208   2    2      2    0 247   Male   rural      Yes    1   MaleruralYes
## 1244 208   3    3      2    1 247   Male   rural      Yes    1   MaleruralYes
## 1245 208   4    4      2    2 247   Male   rural      Yes    1   MaleruralYes
## 1246 208   5    5      2    3 247   Male   rural      Yes    1   MaleruralYes
## 1247 208   6    6      2    4 247   Male   rural      Yes    1   MaleruralYes
## 1248 208   7    7      2    5 247   Male   rural      Yes    1   MaleruralYes
## 1249 209   2    2      2    0 248   Male   rural       No    1    MaleruralNo
## 1250 209   3    3      2    1 248   Male   rural       No    1    MaleruralNo
## 1251 209   4    4      2    2 248   Male   rural       No    1    MaleruralNo
## 1252 209   5    5      2    3 248   Male   rural       No    1    MaleruralNo
## 1253 209   6    6      2    4 248   Male   rural       No    1    MaleruralNo
## 1254 209   7    7      2    5 248   Male   rural       No    1    MaleruralNo
## 1255 210   2    2      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1256 210   3    3      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1257 210   4    4      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1258 210   5    5      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1259 210   6    6      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1260 210   7    7      2 <NA> 249   Male   rural     <NA>    1           <NA>
## 1261 211   2    2      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1262 211   3    3      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1263 211   4    4      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1264 211   5    5      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1265 211   6    6      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1266 211   7    7      2 <NA> 250   Male   rural     <NA>    1           <NA>
## 1267 212   2    2      2    0 251   Male   rural      Yes    1   MaleruralYes
## 1268 212   3    3      2    1 251   Male   rural      Yes    1   MaleruralYes
## 1269 212   4    4      2    2 251   Male   rural      Yes    1   MaleruralYes
## 1270 212   5    5      2    3 251   Male   rural      Yes    1   MaleruralYes
## 1271 212   6    6      2    4 251   Male   rural      Yes    1   MaleruralYes
## 1272 212   7    7      2    5 251   Male   rural      Yes    1   MaleruralYes
## 1273 213   2    2      2    0 252   Male   rural       No    1    MaleruralNo
## 1274 213   3    3      2    1 252   Male   rural       No    1    MaleruralNo
## 1275 213   4    4      2    2 252   Male   rural       No    1    MaleruralNo
## 1276 213   5    5      2    3 252   Male   rural       No    1    MaleruralNo
## 1277 213   6    6      2    4 252   Male   rural       No    1    MaleruralNo
## 1278 213   7    7      2    5 252   Male   rural       No    1    MaleruralNo
## 1279 214   2    2      2    0 253 Female   rural       No    1  FemaleruralNo
## 1280 214   3    3      2    1 253 Female   rural       No    1  FemaleruralNo
## 1281 214   4    4      2    2 253 Female   rural       No    1  FemaleruralNo
## 1282 214   5    5      2    3 253 Female   rural       No    1  FemaleruralNo
## 1283 214   6    6      2    4 253 Female   rural       No    1  FemaleruralNo
## 1284 214   7    7      2    5 253 Female   rural       No    1  FemaleruralNo
## 1285 215   2    2      2    0 254 Female   rural      Yes    1 FemaleruralYes
## 1286 215   3    3      2    1 254 Female   rural      Yes    1 FemaleruralYes
## 1287 215   4    4      2    2 254 Female   rural      Yes    1 FemaleruralYes
## 1288 215   5    5      2    3 254 Female   rural      Yes    1 FemaleruralYes
## 1289 215   6    6      2    4 254 Female   rural      Yes    1 FemaleruralYes
## 1290 215   7    7      2    5 254 Female   rural      Yes    1 FemaleruralYes
## 1291 216   2    2      2    0 255 Female   rural      Yes    1 FemaleruralYes
## 1292 216   3    3      2    1 255 Female   rural      Yes    1 FemaleruralYes
## 1293 216   4    4      2    2 255 Female   rural      Yes    1 FemaleruralYes
## 1294 216   5    5      2    3 255 Female   rural      Yes    1 FemaleruralYes
## 1295 216   6    6      2    4 255 Female   rural      Yes    1 FemaleruralYes
## 1296 216   7    7      2    5 255 Female   rural      Yes    1 FemaleruralYes
## 1297 217   2    2      2    0 256 Female   rural       No    1  FemaleruralNo
## 1298 217   3    3      2    1 256 Female   rural       No    1  FemaleruralNo
## 1299 217   4    4      2    2 256 Female   rural       No    1  FemaleruralNo
## 1300 217   5    5      2    3 256 Female   rural       No    1  FemaleruralNo
## 1301 217   6    6      2    4 256 Female   rural       No    1  FemaleruralNo
## 1302 217   7    7      2    5 256 Female   rural       No    1  FemaleruralNo
## 1303 218   2    2      2    0 257   Male   rural      Yes    1   MaleruralYes
## 1304 218   3    3      2    1 257   Male   rural      Yes    1   MaleruralYes
## 1305 218   4    4      2    2 257   Male   rural      Yes    1   MaleruralYes
## 1306 218   5    5      2    3 257   Male   rural      Yes    1   MaleruralYes
## 1307 218   6    6      2    4 257   Male   rural      Yes    1   MaleruralYes
## 1308 218   7    7      2    5 257   Male   rural      Yes    1   MaleruralYes
## 1309 219   2    2      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1310 219   3    3      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1311 219   4    4      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1312 219   5    5      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1313 219   6    6      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1314 219   7    7      2 <NA> 258   Male   rural     <NA>    1           <NA>
## 1315 220   2    2      2    0 259   Male   rural       No    1    MaleruralNo
## 1316 220   3    3      2    1 259   Male   rural       No    1    MaleruralNo
## 1317 220   4    4      2    2 259   Male   rural       No    1    MaleruralNo
## 1318 220   5    5      2    3 259   Male   rural       No    1    MaleruralNo
## 1319 220   6    6      2    4 259   Male   rural       No    1    MaleruralNo
## 1320 220   7    7      2    5 259   Male   rural       No    1    MaleruralNo
## 1321 221   2    2      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1322 221   3    3      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1323 221   4    4      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1324 221   5    5      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1325 221   6    6      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1326 221   7    7      2 <NA> 260   Male   rural     <NA>    1           <NA>
## 1327 222   2    2      2    0 261   Male   rural       No    1    MaleruralNo
## 1328 222   3    3      2    1 261   Male   rural       No    1    MaleruralNo
## 1329 222   4    4      2    2 261   Male   rural       No    1    MaleruralNo
## 1330 222   5    5      2    3 261   Male   rural       No    1    MaleruralNo
## 1331 222   6    6      2    4 261   Male   rural       No    1    MaleruralNo
## 1332 222   7    7      2    5 261   Male   rural       No    1    MaleruralNo
## 1333 223   2    2      2    0 262   Male   rural       No    1    MaleruralNo
## 1334 223   3    3      2    1 262   Male   rural       No    1    MaleruralNo
## 1335 223   4    4      2    2 262   Male   rural       No    1    MaleruralNo
## 1336 223   5    5      2    3 262   Male   rural       No    1    MaleruralNo
## 1337 223   6    6      2    4 262   Male   rural       No    1    MaleruralNo
## 1338 223   7    7      2    5 262   Male   rural       No    1    MaleruralNo
## 1339 224   2    2      2    0 263   Male   rural      Yes    1   MaleruralYes
## 1340 224   3    3      2    1 263   Male   rural      Yes    1   MaleruralYes
## 1341 224   4    4      2    2 263   Male   rural      Yes    1   MaleruralYes
## 1342 224   5    5      2    3 263   Male   rural      Yes    1   MaleruralYes
## 1343 224   6    6      2    4 263   Male   rural      Yes    1   MaleruralYes
## 1344 224   7    7      2    5 263   Male   rural      Yes    1   MaleruralYes
## 1345 225   2    2      2    0 264 Female   rural       No    1  FemaleruralNo
## 1346 225   3    3      2    1 264 Female   rural       No    1  FemaleruralNo
## 1347 225   4    4      2    2 264 Female   rural       No    1  FemaleruralNo
## 1348 225   5    5      2    3 264 Female   rural       No    1  FemaleruralNo
## 1349 225   6    6      2    4 264 Female   rural       No    1  FemaleruralNo
## 1350 225   7    7      2    5 264 Female   rural       No    1  FemaleruralNo
## 1351 226   2    2      2    0 265 Female   rural       No    1  FemaleruralNo
## 1352 226   3    3      2    1 265 Female   rural       No    1  FemaleruralNo
## 1353 226   4    4      2    2 265 Female   rural       No    1  FemaleruralNo
## 1354 226   5    5      2    3 265 Female   rural       No    1  FemaleruralNo
## 1355 226   6    6      2    4 265 Female   rural       No    1  FemaleruralNo
## 1356 226   7    7      2    5 265 Female   rural       No    1  FemaleruralNo
## 1357 227   2    2      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1358 227   3    3      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1359 227   4    4      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1360 227   5    5      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1361 227   6    6      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1362 227   7    7      2 <NA> 266   Male   rural     <NA>    1           <NA>
## 1363 228   2    2      2    0 267 Female   rural      Yes    1 FemaleruralYes
## 1364 228   3    3      2    1 267 Female   rural      Yes    1 FemaleruralYes
## 1365 228   4    4      2    2 267 Female   rural      Yes    1 FemaleruralYes
## 1366 228   5    5      2    3 267 Female   rural      Yes    1 FemaleruralYes
## 1367 228   6    6      2    4 267 Female   rural      Yes    1 FemaleruralYes
## 1368 228   7    7      2    5 267 Female   rural      Yes    1 FemaleruralYes
## 1369 229   2    2      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1370 229   3    3      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1371 229   4    4      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1372 229   5    5      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1373 229   6    6      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1374 229   7    7      2 <NA> 268 Female   rural     <NA>    1           <NA>
## 1375 230   2    2      2    0 269   Male   rural       No    1    MaleruralNo
## 1376 230   3    3      2    1 269   Male   rural       No    1    MaleruralNo
## 1377 230   4    4      2    2 269   Male   rural       No    1    MaleruralNo
## 1378 230   5    5      2    3 269   Male   rural       No    1    MaleruralNo
## 1379 230   6    6      2    4 269   Male   rural       No    1    MaleruralNo
## 1380 230   7    7      2    5 269   Male   rural       No    1    MaleruralNo
## 1381 231   2    2      2    0 270 Female   rural       No    1  FemaleruralNo
## 1382 231   3    3      2    1 270 Female   rural       No    1  FemaleruralNo
## 1383 231   4    4      2    2 270 Female   rural       No    1  FemaleruralNo
## 1384 231   5    5      2    3 270 Female   rural       No    1  FemaleruralNo
## 1385 231   6    6      2    4 270 Female   rural       No    1  FemaleruralNo
## 1386 231   7    7      2    5 270 Female   rural       No    1  FemaleruralNo
## 1387 232   2    2      2    0 271 Female   rural      Yes    1 FemaleruralYes
## 1388 232   3    3      2    1 271 Female   rural      Yes    1 FemaleruralYes
## 1389 232   4    4      2    2 271 Female   rural      Yes    1 FemaleruralYes
## 1390 232   5    5      2    3 271 Female   rural      Yes    1 FemaleruralYes
## 1391 232   6    6      2    4 271 Female   rural      Yes    1 FemaleruralYes
## 1392 232   7    7      2    5 271 Female   rural      Yes    1 FemaleruralYes
## 1393 233   2    2      2    0 272 Female   rural      Yes    1 FemaleruralYes
## 1394 233   3    3      2    1 272 Female   rural      Yes    1 FemaleruralYes
## 1395 233   4    4      2    2 272 Female   rural      Yes    1 FemaleruralYes
## 1396 233   5    5      2    3 272 Female   rural      Yes    1 FemaleruralYes
## 1397 233   6    6      2    4 272 Female   rural      Yes    1 FemaleruralYes
## 1398 233   7    7      2    5 272 Female   rural      Yes    1 FemaleruralYes
## 1399 234   2    2      1    1 273 Female   rural       No    1  FemaleruralNo
## 1400 234   3    3      1    2 273 Female   rural       No    1  FemaleruralNo
## 1401 234   4    4      1    3 273 Female   rural       No    1  FemaleruralNo
## 1402 234   5    5      1    4 273 Female   rural       No    1  FemaleruralNo
## 1403 234   6    6      1    5 273 Female   rural       No    1  FemaleruralNo
## 1404 234   7    7      1    6 273 Female   rural       No    1  FemaleruralNo
## 1405 235   2    2      1    1 274 Female   rural      Yes    1 FemaleruralYes
## 1406 235   3    3      1    2 274 Female   rural      Yes    1 FemaleruralYes
## 1407 235   4    4      1    3 274 Female   rural      Yes    1 FemaleruralYes
## 1408 235   5    5      1    4 274 Female   rural      Yes    1 FemaleruralYes
## 1409 235   6    6      1    5 274 Female   rural      Yes    1 FemaleruralYes
## 1410 235   7    7      1    6 274 Female   rural      Yes    1 FemaleruralYes
## 1411 236   2    2      1    1 275 Female   rural       No    1  FemaleruralNo
## 1412 236   3    3      1    2 275 Female   rural       No    1  FemaleruralNo
## 1413 236   4    4      1    3 275 Female   rural       No    1  FemaleruralNo
## 1414 236   5    5      1    4 275 Female   rural       No    1  FemaleruralNo
## 1415 236   6    6      1    5 275 Female   rural       No    1  FemaleruralNo
## 1416 236   7    7      1    6 275 Female   rural       No    1  FemaleruralNo
## 1417 237   2    2      1    1 276 Female   rural       No    1  FemaleruralNo
## 1418 237   3    3      1    2 276 Female   rural       No    1  FemaleruralNo
## 1419 237   4    4      1    3 276 Female   rural       No    1  FemaleruralNo
## 1420 237   5    5      1    4 276 Female   rural       No    1  FemaleruralNo
## 1421 237   6    6      1    5 276 Female   rural       No    1  FemaleruralNo
## 1422 237   7    7      1    6 276 Female   rural       No    1  FemaleruralNo
## 1423 238   2    2      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1424 238   3    3      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1425 238   4    4      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1426 238   5    5      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1427 238   6    6      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1428 238   7    7      1 <NA> 277   Male   rural     <NA>    1           <NA>
## 1429 239   2    2      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1430 239   3    3      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1431 239   4    4      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1432 239   5    5      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1433 239   6    6      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1434 239   7    7      1 <NA> 278   Male   rural     <NA>    1           <NA>
## 1435 240   2    2      1    1 279   Male   rural       No    1    MaleruralNo
## 1436 240   3    3      1    2 279   Male   rural       No    1    MaleruralNo
## 1437 240   4    4      1    3 279   Male   rural       No    1    MaleruralNo
## 1438 240   5    5      1    4 279   Male   rural       No    1    MaleruralNo
## 1439 240   6    6      1    5 279   Male   rural       No    1    MaleruralNo
## 1440 240   7    7      1    6 279   Male   rural       No    1    MaleruralNo
## 1441 241   2    2      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1442 241   3    3      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1443 241   4    4      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1444 241   5    5      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1445 241   6    6      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1446 241   7    7      1 <NA> 280   Male   rural     <NA>    1           <NA>
## 1447 242   2    2      1    1 281   Male   rural      Yes    1   MaleruralYes
## 1448 242   3    3      1    2 281   Male   rural      Yes    1   MaleruralYes
## 1449 242   4    4      1    3 281   Male   rural      Yes    1   MaleruralYes
## 1450 242   5    5      1    4 281   Male   rural      Yes    1   MaleruralYes
## 1451 242   6    6      1    5 281   Male   rural      Yes    1   MaleruralYes
## 1452 242   7    7      1    6 281   Male   rural      Yes    1   MaleruralYes
## 1453 243   2    2      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1454 243   3    3      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1455 243   4    4      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1456 243   5    5      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1457 243   6    6      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1458 243   7    7      1 <NA> 282 Female   rural     <NA>    1           <NA>
## 1459 244   2    2      1    1 283   Male   rural      Yes    1   MaleruralYes
## 1460 244   3    3      1    2 283   Male   rural      Yes    1   MaleruralYes
## 1461 244   4    4      1    3 283   Male   rural      Yes    1   MaleruralYes
## 1462 244   5    5      1    4 283   Male   rural      Yes    1   MaleruralYes
## 1463 244   6    6      1    5 283   Male   rural      Yes    1   MaleruralYes
## 1464 244   7    7      1    6 283   Male   rural      Yes    1   MaleruralYes
## 1465 245   2    2      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1466 245   3    3      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1467 245   4    4      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1468 245   5    5      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1469 245   6    6      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1470 245   7    7      1 <NA> 284 Female   rural     <NA>    1           <NA>
## 1471 246   2    2      1    1 285 Female   rural      Yes    1 FemaleruralYes
## 1472 246   3    3      1    2 285 Female   rural      Yes    1 FemaleruralYes
## 1473 246   4    4      1    3 285 Female   rural      Yes    1 FemaleruralYes
## 1474 246   5    5      1    4 285 Female   rural      Yes    1 FemaleruralYes
## 1475 246   6    6      1    5 285 Female   rural      Yes    1 FemaleruralYes
## 1476 246   7    7      1    6 285 Female   rural      Yes    1 FemaleruralYes
## 1477 247   2    2      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1478 247   3    3      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1479 247   4    4      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1480 247   5    5      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1481 247   6    6      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1482 247   7    7      1 <NA> 286   Male   rural     <NA>    1           <NA>
## 1483 248   2    2      1    1 287   Male   rural       No    1    MaleruralNo
## 1484 248   3    3      1    2 287   Male   rural       No    1    MaleruralNo
## 1485 248   4    4      1    3 287   Male   rural       No    1    MaleruralNo
## 1486 248   5    5      1    4 287   Male   rural       No    1    MaleruralNo
## 1487 248   6    6      1    5 287   Male   rural       No    1    MaleruralNo
## 1488 248   7    7      1    6 287   Male   rural       No    1    MaleruralNo
## 1489 249   2    2      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1490 249   3    3      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1491 249   4    4      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1492 249   5    5      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1493 249   6    6      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1494 249   7    7      1 <NA> 288   Male   rural     <NA>    1           <NA>
## 1495 250   2    2      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1496 250   3    3      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1497 250   4    4      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1498 250   5    5      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1499 250   6    6      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1500 250   7    7      1 <NA> 289   Male   rural     <NA>    1           <NA>
## 1501 251   2    2      1    1 290 Female   rural      Yes    1 FemaleruralYes
## 1502 251   3    3      1    2 290 Female   rural      Yes    1 FemaleruralYes
## 1503 251   4    4      1    3 290 Female   rural      Yes    1 FemaleruralYes
## 1504 251   5    5      1    4 290 Female   rural      Yes    1 FemaleruralYes
## 1505 251   6    6      1    5 290 Female   rural      Yes    1 FemaleruralYes
## 1506 251   7    7      1    6 290 Female   rural      Yes    1 FemaleruralYes
## 1507 252   2    2      1    1 291 Female   rural      Yes    1 FemaleruralYes
## 1508 252   3    3      1    2 291 Female   rural      Yes    1 FemaleruralYes
## 1509 252   4    4      1    3 291 Female   rural      Yes    1 FemaleruralYes
## 1510 252   5    5      1    4 291 Female   rural      Yes    1 FemaleruralYes
## 1511 252   6    6      1    5 291 Female   rural      Yes    1 FemaleruralYes
## 1512 252   7    7      1    6 291 Female   rural      Yes    1 FemaleruralYes
## 1513 253   2    2      1    1 292   Male   rural      Yes    1   MaleruralYes
## 1514 253   3    3      1    2 292   Male   rural      Yes    1   MaleruralYes
## 1515 253   4    4      1    3 292   Male   rural      Yes    1   MaleruralYes
## 1516 253   5    5      1    4 292   Male   rural      Yes    1   MaleruralYes
## 1517 253   6    6      1    5 292   Male   rural      Yes    1   MaleruralYes
## 1518 253   7    7      1    6 292   Male   rural      Yes    1   MaleruralYes
## 1519 254   2    2      1    1 293 Female   rural      Yes    1 FemaleruralYes
## 1520 254   3    3      1    2 293 Female   rural      Yes    1 FemaleruralYes
## 1521 254   4    4      1    3 293 Female   rural      Yes    1 FemaleruralYes
## 1522 254   5    5      1    4 293 Female   rural      Yes    1 FemaleruralYes
## 1523 254   6    6      1    5 293 Female   rural      Yes    1 FemaleruralYes
## 1524 254   7    7      1    6 293 Female   rural      Yes    1 FemaleruralYes
## 1525 255   2    2      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1526 255   3    3      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1527 255   4    4      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1528 255   5    5      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1529 255   6    6      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1530 255   7    7      1 <NA> 294   Male   rural     <NA>    1           <NA>
## 1531 256   2    2      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1532 256   3    3      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1533 256   4    4      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1534 256   5    5      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1535 256   6    6      6    0 334 Female   urban       No    1  FemaleurbanNo
## 1536 256   7    7      6    1 334 Female   urban       No    1  FemaleurbanNo
## 1537 257   2    2      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1538 257   3    3      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1539 257   4    4      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1540 257   5    5      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1541 257   6    6      6    0 335 Female   urban      Yes    1 FemaleurbanYes
## 1542 257   7    7      6    1 335 Female   urban      Yes    1 FemaleurbanYes
## 1543 258   2    2      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1544 258   3    3      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1545 258   4    4      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1546 258   5    5      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1547 258   6    6      6    0 336 Female   urban      Yes    1 FemaleurbanYes
## 1548 258   7    7      6    1 336 Female   urban      Yes    1 FemaleurbanYes
## 1549 259   2    2      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1550 259   3    3      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1551 259   4    4      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1552 259   5    5      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1553 259   6    6      6    0 337 Female   urban      Yes    1 FemaleurbanYes
## 1554 259   7    7      6    1 337 Female   urban      Yes    1 FemaleurbanYes
## 1555 260   2    2      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1556 260   3    3      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1557 260   4    4      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1558 260   5    5      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1559 260   6    6      6    0 338 Female   urban      Yes    1 FemaleurbanYes
## 1560 260   7    7      6    1 338 Female   urban      Yes    1 FemaleurbanYes
## 1561 261   2    2      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1562 261   3    3      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1563 261   4    4      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1564 261   5    5      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1565 261   6    6      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1566 261   7    7      6 <NA> 339 Female   urban     <NA>    1           <NA>
## 1567 262   2    2      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1568 262   3    3      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1569 262   4    4      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1570 262   5    5      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1571 262   6    6      6    0 340 Female   urban      Yes    1 FemaleurbanYes
## 1572 262   7    7      6    1 340 Female   urban      Yes    1 FemaleurbanYes
## 1573 263   2    2      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1574 263   3    3      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1575 263   4    4      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1576 263   5    5      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1577 263   6    6      6    0 341 Female   urban      Yes    1 FemaleurbanYes
## 1578 263   7    7      6    1 341 Female   urban      Yes    1 FemaleurbanYes
## 1579 264   2    2      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1580 264   3    3      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1581 264   4    4      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1582 264   5    5      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1583 264   6    6      6    0 342 Female   urban       No    1  FemaleurbanNo
## 1584 264   7    7      6    1 342 Female   urban       No    1  FemaleurbanNo
## 1585 265   2    2      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1586 265   3    3      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1587 265   4    4      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1588 265   5    5      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1589 265   6    6      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1590 265   7    7      6 <NA> 343 Female   urban     <NA>    1           <NA>
## 1591 266   2    2      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1592 266   3    3      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1593 266   4    4      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1594 266   5    5      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1595 266   6    6      6    0 344 Female   urban      Yes    1 FemaleurbanYes
## 1596 266   7    7      6    1 344 Female   urban      Yes    1 FemaleurbanYes
## 1597 267   2    2      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1598 267   3    3      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1599 267   4    4      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1600 267   5    5      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1601 267   6    6      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1602 267   7    7      6 <NA> 345 Female   urban     <NA>    1           <NA>
## 1603 268   2    2      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1604 268   3    3      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1605 268   4    4      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1606 268   5    5      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1607 268   6    6      6    0 346   Male   urban      Yes    1   MaleurbanYes
## 1608 268   7    7      6    1 346   Male   urban      Yes    1   MaleurbanYes
## 1609 269   2    2      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1610 269   3    3      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1611 269   4    4      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1612 269   5    5      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1613 269   6    6      6    0 347   Male   urban      Yes    1   MaleurbanYes
## 1614 269   7    7      6    1 347   Male   urban      Yes    1   MaleurbanYes
## 1615 270   2    2      6    0 348   Male   urban       No    1    MaleurbanNo
## 1616 270   3    3      6    0 348   Male   urban       No    1    MaleurbanNo
## 1617 270   4    4      6    0 348   Male   urban       No    1    MaleurbanNo
## 1618 270   5    5      6    0 348   Male   urban       No    1    MaleurbanNo
## 1619 270   6    6      6    0 348   Male   urban       No    1    MaleurbanNo
## 1620 270   7    7      6    1 348   Male   urban       No    1    MaleurbanNo
## 1621 271   2    2      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1622 271   3    3      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1623 271   4    4      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1624 271   5    5      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1625 271   6    6      6    0 349   Male   urban      Yes    1   MaleurbanYes
## 1626 271   7    7      6    1 349   Male   urban      Yes    1   MaleurbanYes
## 1627 272   2    2      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1628 272   3    3      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1629 272   4    4      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1630 272   5    5      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1631 272   6    6      6    0 350   Male   urban      Yes    1   MaleurbanYes
## 1632 272   7    7      6    1 350   Male   urban      Yes    1   MaleurbanYes
## 1633 273   2    2      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1634 273   3    3      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1635 273   4    4      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1636 273   5    5      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1637 273   6    6      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1638 273   7    7      6 <NA> 351   Male   urban     <NA>    1           <NA>
## 1639 274   2    2      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1640 274   3    3      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1641 274   4    4      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1642 274   5    5      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1643 274   6    6      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1644 274   7    7      6 <NA> 352   Male   urban     <NA>    1           <NA>
## 1645 275   2    2      6    0 353   Male   urban       No    1    MaleurbanNo
## 1646 275   3    3      6    0 353   Male   urban       No    1    MaleurbanNo
## 1647 275   4    4      6    0 353   Male   urban       No    1    MaleurbanNo
## 1648 275   5    5      6    0 353   Male   urban       No    1    MaleurbanNo
## 1649 275   6    6      6    0 353   Male   urban       No    1    MaleurbanNo
## 1650 275   7    7      6    1 353   Male   urban       No    1    MaleurbanNo
## 1651 276   2    2      6    0 354   Male   urban       No    1    MaleurbanNo
## 1652 276   3    3      6    0 354   Male   urban       No    1    MaleurbanNo
## 1653 276   4    4      6    0 354   Male   urban       No    1    MaleurbanNo
## 1654 276   5    5      6    0 354   Male   urban       No    1    MaleurbanNo
## 1655 276   6    6      6    0 354   Male   urban       No    1    MaleurbanNo
## 1656 276   7    7      6    1 354   Male   urban       No    1    MaleurbanNo
## 1657 277   2    2      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1658 277   3    3      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1659 277   4    4      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1660 277   5    5      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1661 277   6    6      6    0 355   Male   urban      Yes    1   MaleurbanYes
## 1662 277   7    7      6    1 355   Male   urban      Yes    1   MaleurbanYes
## 1663 278   2    2      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1664 278   3    3      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1665 278   4    4      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1666 278   5    5      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1667 278   6    6      6    0 356   Male   urban      Yes    1   MaleurbanYes
## 1668 278   7    7      6    1 356   Male   urban      Yes    1   MaleurbanYes
## 1669 279   2    2      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1670 279   3    3      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1671 279   4    4      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1672 279   5    5      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1673 279   6    6      6    0 357 Female   urban       No    1  FemaleurbanNo
## 1674 279   7    7      6    1 357 Female   urban       No    1  FemaleurbanNo
## 1675 280   2    2      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1676 280   3    3      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1677 280   4    4      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1678 280   5    5      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1679 280   6    6      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1680 280   7    7      6 <NA> 358 Female   urban     <NA>    1           <NA>
## 1681 281   2    2      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1682 281   3    3      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1683 281   4    4      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1684 281   5    5      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1685 281   6    6      6    0 359 Female   urban       No    1  FemaleurbanNo
## 1686 281   7    7      6    1 359 Female   urban       No    1  FemaleurbanNo
## 1687 282   2    2      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1688 282   3    3      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1689 282   4    4      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1690 282   5    5      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1691 282   6    6      6    0 360 Female   urban      Yes    1 FemaleurbanYes
## 1692 282   7    7      6    1 360 Female   urban      Yes    1 FemaleurbanYes
## 1693 283   2    2      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1694 283   3    3      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1695 283   4    4      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1696 283   5    5      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1697 283   6    6      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1698 283   7    7      6 <NA> 361 Female   urban     <NA>    1           <NA>
## 1699 284   2    2      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1700 284   3    3      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1701 284   4    4      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1702 284   5    5      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1703 284   6    6      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1704 284   7    7      6 <NA> 362 Female   urban     <NA>    1           <NA>
## 1705 285   2    2      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1706 285   3    3      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1707 285   4    4      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1708 285   5    5      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1709 285   6    6      6    0 363 Female   urban      Yes    1 FemaleurbanYes
## 1710 285   7    7      6    1 363 Female   urban      Yes    1 FemaleurbanYes
## 1711 286   2    2      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1712 286   3    3      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1713 286   4    4      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1714 286   5    5      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1715 286   6    6      6    0 364 Female   urban       No    1  FemaleurbanNo
## 1716 286   7    7      6    1 364 Female   urban       No    1  FemaleurbanNo
## 1717 287   2    2      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1718 287   3    3      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1719 287   4    4      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1720 287   5    5      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1721 287   6    6      6    0 365 Female   urban       No    1  FemaleurbanNo
## 1722 287   7    7      6    1 365 Female   urban       No    1  FemaleurbanNo
## 1723 288   2    2      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1724 288   3    3      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1725 288   4    4      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1726 288   5    5      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1727 288   6    6      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1728 288   7    7      6 <NA> 366 Female   urban     <NA>    1           <NA>
## 1729 289   2    2      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1730 289   3    3      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1731 289   4    4      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1732 289   5    5      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1733 289   6    6      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1734 289   7    7      6 <NA> 367 Female   urban     <NA>    1           <NA>
## 1735 290   2    2      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1736 290   3    3      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1737 290   4    4      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1738 290   5    5      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1739 290   6    6      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1740 290   7    7      6 <NA> 368   Male   urban     <NA>    1           <NA>
## 1741 291   2    2      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1742 291   3    3      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1743 291   4    4      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1744 291   5    5      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1745 291   6    6      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1746 291   7    7      6 <NA> 369   Male   urban     <NA>    1           <NA>
## 1747 292   2    2      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1748 292   3    3      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1749 292   4    4      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1750 292   5    5      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1751 292   6    6      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1752 292   7    7      6 <NA> 370   Male   urban     <NA>    1           <NA>
## 1753 293   2    2      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1754 293   3    3      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1755 293   4    4      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1756 293   5    5      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1757 293   6    6      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1758 293   7    7      6 <NA> 371   Male   urban     <NA>    1           <NA>
## 1759 294   2    2      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1760 294   3    3      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1761 294   4    4      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1762 294   5    5      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1763 294   6    6      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1764 294   7    7      6 <NA> 372   Male   urban     <NA>    1           <NA>
## 1765 295   2    2      6    0 373   Male   urban       No    1    MaleurbanNo
## 1766 295   3    3      6    0 373   Male   urban       No    1    MaleurbanNo
## 1767 295   4    4      6    0 373   Male   urban       No    1    MaleurbanNo
## 1768 295   5    5      6    0 373   Male   urban       No    1    MaleurbanNo
## 1769 295   6    6      6    0 373   Male   urban       No    1    MaleurbanNo
## 1770 295   7    7      6    1 373   Male   urban       No    1    MaleurbanNo
## 1771 296   2    2      6    0 374   Male   urban       No    1    MaleurbanNo
## 1772 296   3    3      6    0 374   Male   urban       No    1    MaleurbanNo
## 1773 296   4    4      6    0 374   Male   urban       No    1    MaleurbanNo
## 1774 296   5    5      6    0 374   Male   urban       No    1    MaleurbanNo
## 1775 296   6    6      6    0 374   Male   urban       No    1    MaleurbanNo
## 1776 296   7    7      6    1 374   Male   urban       No    1    MaleurbanNo
## 1777 297   2    2      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1778 297   3    3      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1779 297   4    4      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1780 297   5    5      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1781 297   6    6      6    0 375   Male   urban      Yes    1   MaleurbanYes
## 1782 297   7    7      6    1 375   Male   urban      Yes    1   MaleurbanYes
## 1783 298   2    2      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1784 298   3    3      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1785 298   4    4      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1786 298   5    5      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1787 298   6    6      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1788 298   7    7      6 <NA> 376   Male   urban     <NA>    1           <NA>
## 1789 299   2    2      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1790 299   3    3      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1791 299   4    4      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1792 299   5    5      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1793 299   6    6      6    0 377   Male   urban      Yes    1   MaleurbanYes
## 1794 299   7    7      6    1 377   Male   urban      Yes    1   MaleurbanYes
## 1795 300   2    2      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1796 300   3    3      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1797 300   4    4      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1798 300   5    5      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1799 300   6    6      6    0 378   Male   urban      Yes    1   MaleurbanYes
## 1800 300   7    7      6    1 378   Male   urban      Yes    1   MaleurbanYes
## 1801 301   2    2      6    0 379   Male   urban       No    1    MaleurbanNo
## 1802 301   3    3      6    0 379   Male   urban       No    1    MaleurbanNo
## 1803 301   4    4      6    0 379   Male   urban       No    1    MaleurbanNo
## 1804 301   5    5      6    0 379   Male   urban       No    1    MaleurbanNo
## 1805 301   6    6      6    0 379   Male   urban       No    1    MaleurbanNo
## 1806 301   7    7      6    1 379   Male   urban       No    1    MaleurbanNo
## 1807 302   2    2      5    0 380 Female   urban       No    1  FemaleurbanNo
## 1808 302   3    3      5    0 380 Female   urban       No    1  FemaleurbanNo
## 1809 302   4    4      5    0 380 Female   urban       No    1  FemaleurbanNo
## 1810 302   5    5      5    0 380 Female   urban       No    1  FemaleurbanNo
## 1811 302   6    6      5    1 380 Female   urban       No    1  FemaleurbanNo
## 1812 302   7    7      5    2 380 Female   urban       No    1  FemaleurbanNo
## 1813 303   2    2      5    0 381 Female   urban      Yes    1 FemaleurbanYes
## 1814 303   3    3      5    0 381 Female   urban      Yes    1 FemaleurbanYes
## 1815 303   4    4      5    0 381 Female   urban      Yes    1 FemaleurbanYes
## 1816 303   5    5      5    0 381 Female   urban      Yes    1 FemaleurbanYes
## 1817 303   6    6      5    1 381 Female   urban      Yes    1 FemaleurbanYes
## 1818 303   7    7      5    2 381 Female   urban      Yes    1 FemaleurbanYes
## 1819 304   2    2      5    0 382 Female   urban       No    1  FemaleurbanNo
## 1820 304   3    3      5    0 382 Female   urban       No    1  FemaleurbanNo
## 1821 304   4    4      5    0 382 Female   urban       No    1  FemaleurbanNo
## 1822 304   5    5      5    0 382 Female   urban       No    1  FemaleurbanNo
## 1823 304   6    6      5    1 382 Female   urban       No    1  FemaleurbanNo
## 1824 304   7    7      5    2 382 Female   urban       No    1  FemaleurbanNo
## 1825 305   2    2      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1826 305   3    3      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1827 305   4    4      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1828 305   5    5      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1829 305   6    6      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1830 305   7    7      5 <NA> 383 Female   urban     <NA>    1           <NA>
## 1831 306   2    2      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1832 306   3    3      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1833 306   4    4      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1834 306   5    5      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1835 306   6    6      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1836 306   7    7      5 <NA> 384 Female   urban     <NA>    1           <NA>
## 1837 307   2    2      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1838 307   3    3      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1839 307   4    4      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1840 307   5    5      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1841 307   6    6      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1842 307   7    7      5 <NA> 385 Female   urban     <NA>    1           <NA>
## 1843 308   2    2      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1844 308   3    3      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1845 308   4    4      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1846 308   5    5      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1847 308   6    6      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1848 308   7    7      5 <NA> 386 Female   urban     <NA>    1           <NA>
## 1849 309   2    2      5    0 387   Male   urban      Yes    1   MaleurbanYes
## 1850 309   3    3      5    0 387   Male   urban      Yes    1   MaleurbanYes
## 1851 309   4    4      5    0 387   Male   urban      Yes    1   MaleurbanYes
## 1852 309   5    5      5    0 387   Male   urban      Yes    1   MaleurbanYes
## 1853 309   6    6      5    1 387   Male   urban      Yes    1   MaleurbanYes
## 1854 309   7    7      5    2 387   Male   urban      Yes    1   MaleurbanYes
## 1855 310   2    2      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1856 310   3    3      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1857 310   4    4      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1858 310   5    5      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1859 310   6    6      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1860 310   7    7      5 <NA> 388   Male   urban     <NA>    1           <NA>
## 1861 311   2    2      5    0 389   Male   urban      Yes    1   MaleurbanYes
## 1862 311   3    3      5    0 389   Male   urban      Yes    1   MaleurbanYes
## 1863 311   4    4      5    0 389   Male   urban      Yes    1   MaleurbanYes
## 1864 311   5    5      5    0 389   Male   urban      Yes    1   MaleurbanYes
## 1865 311   6    6      5    1 389   Male   urban      Yes    1   MaleurbanYes
## 1866 311   7    7      5    2 389   Male   urban      Yes    1   MaleurbanYes
## 1867 312   2    2      5    0 390   Male   urban      Yes    1   MaleurbanYes
## 1868 312   3    3      5    0 390   Male   urban      Yes    1   MaleurbanYes
## 1869 312   4    4      5    0 390   Male   urban      Yes    1   MaleurbanYes
## 1870 312   5    5      5    0 390   Male   urban      Yes    1   MaleurbanYes
## 1871 312   6    6      5    1 390   Male   urban      Yes    1   MaleurbanYes
## 1872 312   7    7      5    2 390   Male   urban      Yes    1   MaleurbanYes
## 1873 313   2    2      5    0 391   Male   urban      Yes    1   MaleurbanYes
## 1874 313   3    3      5    0 391   Male   urban      Yes    1   MaleurbanYes
## 1875 313   4    4      5    0 391   Male   urban      Yes    1   MaleurbanYes
## 1876 313   5    5      5    0 391   Male   urban      Yes    1   MaleurbanYes
## 1877 313   6    6      5    1 391   Male   urban      Yes    1   MaleurbanYes
## 1878 313   7    7      5    2 391   Male   urban      Yes    1   MaleurbanYes
## 1879 314   2    2      5    0 392   Male   urban       No    1    MaleurbanNo
## 1880 314   3    3      5    0 392   Male   urban       No    1    MaleurbanNo
## 1881 314   4    4      5    0 392   Male   urban       No    1    MaleurbanNo
## 1882 314   5    5      5    0 392   Male   urban       No    1    MaleurbanNo
## 1883 314   6    6      5    1 392   Male   urban       No    1    MaleurbanNo
## 1884 314   7    7      5    2 392   Male   urban       No    1    MaleurbanNo
## 1885 315   2    2      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1886 315   3    3      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1887 315   4    4      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1888 315   5    5      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1889 315   6    6      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1890 315   7    7      5 <NA> 393   Male   urban     <NA>    1           <NA>
## 1891 316   2    2      5    0 394   Male   urban      Yes    1   MaleurbanYes
## 1892 316   3    3      5    0 394   Male   urban      Yes    1   MaleurbanYes
## 1893 316   4    4      5    0 394   Male   urban      Yes    1   MaleurbanYes
## 1894 316   5    5      5    0 394   Male   urban      Yes    1   MaleurbanYes
## 1895 316   6    6      5    1 394   Male   urban      Yes    1   MaleurbanYes
## 1896 316   7    7      5    2 394   Male   urban      Yes    1   MaleurbanYes
## 1897 317   2    2      5    0 395   Male   urban      Yes    1   MaleurbanYes
## 1898 317   3    3      5    0 395   Male   urban      Yes    1   MaleurbanYes
## 1899 317   4    4      5    0 395   Male   urban      Yes    1   MaleurbanYes
## 1900 317   5    5      5    0 395   Male   urban      Yes    1   MaleurbanYes
## 1901 317   6    6      5    1 395   Male   urban      Yes    1   MaleurbanYes
## 1902 317   7    7      5    2 395   Male   urban      Yes    1   MaleurbanYes
## 1903 318   2    2      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1904 318   3    3      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1905 318   4    4      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1906 318   5    5      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1907 318   6    6      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1908 318   7    7      5 <NA> 396 Female   urban     <NA>    1           <NA>
## 1909 319   2    2      5    0 397 Female   urban       No    1  FemaleurbanNo
## 1910 319   3    3      5    0 397 Female   urban       No    1  FemaleurbanNo
## 1911 319   4    4      5    0 397 Female   urban       No    1  FemaleurbanNo
## 1912 319   5    5      5    0 397 Female   urban       No    1  FemaleurbanNo
## 1913 319   6    6      5    1 397 Female   urban       No    1  FemaleurbanNo
## 1914 319   7    7      5    2 397 Female   urban       No    1  FemaleurbanNo
## 1915 320   2    2      5    0 398 Female   urban       No    1  FemaleurbanNo
## 1916 320   3    3      5    0 398 Female   urban       No    1  FemaleurbanNo
## 1917 320   4    4      5    0 398 Female   urban       No    1  FemaleurbanNo
## 1918 320   5    5      5    0 398 Female   urban       No    1  FemaleurbanNo
## 1919 320   6    6      5    1 398 Female   urban       No    1  FemaleurbanNo
## 1920 320   7    7      5    2 398 Female   urban       No    1  FemaleurbanNo
## 1921 321   2    2      5    0 399 Female   urban       No    1  FemaleurbanNo
## 1922 321   3    3      5    0 399 Female   urban       No    1  FemaleurbanNo
## 1923 321   4    4      5    0 399 Female   urban       No    1  FemaleurbanNo
## 1924 321   5    5      5    0 399 Female   urban       No    1  FemaleurbanNo
## 1925 321   6    6      5    1 399 Female   urban       No    1  FemaleurbanNo
## 1926 321   7    7      5    2 399 Female   urban       No    1  FemaleurbanNo
## 1927 322   2    2      5    0 400 Female   urban      Yes    1 FemaleurbanYes
## 1928 322   3    3      5    0 400 Female   urban      Yes    1 FemaleurbanYes
## 1929 322   4    4      5    0 400 Female   urban      Yes    1 FemaleurbanYes
## 1930 322   5    5      5    0 400 Female   urban      Yes    1 FemaleurbanYes
## 1931 322   6    6      5    1 400 Female   urban      Yes    1 FemaleurbanYes
## 1932 322   7    7      5    2 400 Female   urban      Yes    1 FemaleurbanYes
## 1933 323   2    2      5    0 401 Female   urban      Yes    1 FemaleurbanYes
## 1934 323   3    3      5    0 401 Female   urban      Yes    1 FemaleurbanYes
## 1935 323   4    4      5    0 401 Female   urban      Yes    1 FemaleurbanYes
## 1936 323   5    5      5    0 401 Female   urban      Yes    1 FemaleurbanYes
## 1937 323   6    6      5    1 401 Female   urban      Yes    1 FemaleurbanYes
## 1938 323   7    7      5    2 401 Female   urban      Yes    1 FemaleurbanYes
## 1939 324   2    2      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1940 324   3    3      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1941 324   4    4      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1942 324   5    5      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1943 324   6    6      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1944 324   7    7      5 <NA> 402   Male   urban     <NA>    1           <NA>
## 1945 325   2    2      5    0 403   Male   urban       No    1    MaleurbanNo
## 1946 325   3    3      5    0 403   Male   urban       No    1    MaleurbanNo
## 1947 325   4    4      5    0 403   Male   urban       No    1    MaleurbanNo
## 1948 325   5    5      5    0 403   Male   urban       No    1    MaleurbanNo
## 1949 325   6    6      5    1 403   Male   urban       No    1    MaleurbanNo
## 1950 325   7    7      5    2 403   Male   urban       No    1    MaleurbanNo
## 1951 326   2    2      5    0 404   Male   urban      Yes    1   MaleurbanYes
## 1952 326   3    3      5    0 404   Male   urban      Yes    1   MaleurbanYes
## 1953 326   4    4      5    0 404   Male   urban      Yes    1   MaleurbanYes
## 1954 326   5    5      5    0 404   Male   urban      Yes    1   MaleurbanYes
## 1955 326   6    6      5    1 404   Male   urban      Yes    1   MaleurbanYes
## 1956 326   7    7      5    2 404   Male   urban      Yes    1   MaleurbanYes
## 1957 327   2    2      5    0 405 Female   urban      Yes    1 FemaleurbanYes
## 1958 327   3    3      5    0 405 Female   urban      Yes    1 FemaleurbanYes
## 1959 327   4    4      5    0 405 Female   urban      Yes    1 FemaleurbanYes
## 1960 327   5    5      5    0 405 Female   urban      Yes    1 FemaleurbanYes
## 1961 327   6    6      5    1 405 Female   urban      Yes    1 FemaleurbanYes
## 1962 327   7    7      5    2 405 Female   urban      Yes    1 FemaleurbanYes
## 1963 328   2    2      5    0 406 Female   urban       No    1  FemaleurbanNo
## 1964 328   3    3      5    0 406 Female   urban       No    1  FemaleurbanNo
## 1965 328   4    4      5    0 406 Female   urban       No    1  FemaleurbanNo
## 1966 328   5    5      5    0 406 Female   urban       No    1  FemaleurbanNo
## 1967 328   6    6      5    1 406 Female   urban       No    1  FemaleurbanNo
## 1968 328   7    7      5    2 406 Female   urban       No    1  FemaleurbanNo
## 1969 329   2    2      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1970 329   3    3      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1971 329   4    4      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1972 329   5    5      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1973 329   6    6      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1974 329   7    7      5 <NA> 407 Female   urban     <NA>    1           <NA>
## 1975 330   2    2      5    0 408 Female   urban      Yes    1 FemaleurbanYes
## 1976 330   3    3      5    0 408 Female   urban      Yes    1 FemaleurbanYes
## 1977 330   4    4      5    0 408 Female   urban      Yes    1 FemaleurbanYes
## 1978 330   5    5      5    0 408 Female   urban      Yes    1 FemaleurbanYes
## 1979 330   6    6      5    1 408 Female   urban      Yes    1 FemaleurbanYes
## 1980 330   7    7      5    2 408 Female   urban      Yes    1 FemaleurbanYes
## 1981 331   2    2      5    0 409 Female   urban       No    1  FemaleurbanNo
## 1982 331   3    3      5    0 409 Female   urban       No    1  FemaleurbanNo
## 1983 331   4    4      5    0 409 Female   urban       No    1  FemaleurbanNo
## 1984 331   5    5      5    0 409 Female   urban       No    1  FemaleurbanNo
## 1985 331   6    6      5    1 409 Female   urban       No    1  FemaleurbanNo
## 1986 331   7    7      5    2 409 Female   urban       No    1  FemaleurbanNo
## 1987 332   2    2      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1988 332   3    3      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1989 332   4    4      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1990 332   5    5      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1991 332   6    6      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1992 332   7    7      5 <NA> 410 Female   urban     <NA>    1           <NA>
## 1993 333   2    2      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1994 333   3    3      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1995 333   4    4      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1996 333   5    5      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1997 333   6    6      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1998 333   7    7      5 <NA> 411   Male   urban     <NA>    1           <NA>
## 1999 334   2    2      5    0 412   Male   urban      Yes    1   MaleurbanYes
## 2000 334   3    3      5    0 412   Male   urban      Yes    1   MaleurbanYes
## 2001 334   4    4      5    0 412   Male   urban      Yes    1   MaleurbanYes
## 2002 334   5    5      5    0 412   Male   urban      Yes    1   MaleurbanYes
## 2003 334   6    6      5    1 412   Male   urban      Yes    1   MaleurbanYes
## 2004 334   7    7      5    2 412   Male   urban      Yes    1   MaleurbanYes
## 2005 335   2    2      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2006 335   3    3      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2007 335   4    4      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2008 335   5    5      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2009 335   6    6      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2010 335   7    7      5 <NA> 413   Male   urban     <NA>    1           <NA>
## 2011 336   2    2      5    0 414   Male   urban       No    1    MaleurbanNo
## 2012 336   3    3      5    0 414   Male   urban       No    1    MaleurbanNo
## 2013 336   4    4      5    0 414   Male   urban       No    1    MaleurbanNo
## 2014 336   5    5      5    0 414   Male   urban       No    1    MaleurbanNo
## 2015 336   6    6      5    1 414   Male   urban       No    1    MaleurbanNo
## 2016 336   7    7      5    2 414   Male   urban       No    1    MaleurbanNo
## 2017 337   2    2      5    0 415   Male   urban       No    1    MaleurbanNo
## 2018 337   3    3      5    0 415   Male   urban       No    1    MaleurbanNo
## 2019 337   4    4      5    0 415   Male   urban       No    1    MaleurbanNo
## 2020 337   5    5      5    0 415   Male   urban       No    1    MaleurbanNo
## 2021 337   6    6      5    1 415   Male   urban       No    1    MaleurbanNo
## 2022 337   7    7      5    2 415   Male   urban       No    1    MaleurbanNo
## 2023 338   2    2      5    0 416   Male   urban      Yes    1   MaleurbanYes
## 2024 338   3    3      5    0 416   Male   urban      Yes    1   MaleurbanYes
## 2025 338   4    4      5    0 416   Male   urban      Yes    1   MaleurbanYes
## 2026 338   5    5      5    0 416   Male   urban      Yes    1   MaleurbanYes
## 2027 338   6    6      5    1 416   Male   urban      Yes    1   MaleurbanYes
## 2028 338   7    7      5    2 416   Male   urban      Yes    1   MaleurbanYes
## 2029 339   2    2      5    0 417   Male   urban       No    1    MaleurbanNo
## 2030 339   3    3      5    0 417   Male   urban       No    1    MaleurbanNo
## 2031 339   4    4      5    0 417   Male   urban       No    1    MaleurbanNo
## 2032 339   5    5      5    0 417   Male   urban       No    1    MaleurbanNo
## 2033 339   6    6      5    1 417   Male   urban       No    1    MaleurbanNo
## 2034 339   7    7      5    2 417   Male   urban       No    1    MaleurbanNo
## 2035 340   2    2      5    0 418   Male   urban      Yes    1   MaleurbanYes
## 2036 340   3    3      5    0 418   Male   urban      Yes    1   MaleurbanYes
## 2037 340   4    4      5    0 418   Male   urban      Yes    1   MaleurbanYes
## 2038 340   5    5      5    0 418   Male   urban      Yes    1   MaleurbanYes
## 2039 340   6    6      5    1 418   Male   urban      Yes    1   MaleurbanYes
## 2040 340   7    7      5    2 418   Male   urban      Yes    1   MaleurbanYes
## 2041 341   2    2      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2042 341   3    3      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2043 341   4    4      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2044 341   5    5      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2045 341   6    6      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2046 341   7    7      5 <NA> 419   Male   urban     <NA>    1           <NA>
## 2047 342   2    2      5    0 420   Male   urban      Yes    1   MaleurbanYes
## 2048 342   3    3      5    0 420   Male   urban      Yes    1   MaleurbanYes
## 2049 342   4    4      5    0 420   Male   urban      Yes    1   MaleurbanYes
## 2050 342   5    5      5    0 420   Male   urban      Yes    1   MaleurbanYes
## 2051 342   6    6      5    1 420   Male   urban      Yes    1   MaleurbanYes
## 2052 342   7    7      5    2 420   Male   urban      Yes    1   MaleurbanYes
## 2053 343   2    2      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2054 343   3    3      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2055 343   4    4      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2056 343   5    5      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2057 343   6    6      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2058 343   7    7      4 <NA> 421 Female   urban     <NA>    1           <NA>
## 2059 344   2    2      4    0 422 Female   urban      Yes    1 FemaleurbanYes
## 2060 344   3    3      4    0 422 Female   urban      Yes    1 FemaleurbanYes
## 2061 344   4    4      4    0 422 Female   urban      Yes    1 FemaleurbanYes
## 2062 344   5    5      4    1 422 Female   urban      Yes    1 FemaleurbanYes
## 2063 344   6    6      4    2 422 Female   urban      Yes    1 FemaleurbanYes
## 2064 344   7    7      4    3 422 Female   urban      Yes    1 FemaleurbanYes
## 2065 345   2    2      4    0 423 Female   urban       No    1  FemaleurbanNo
## 2066 345   3    3      4    0 423 Female   urban       No    1  FemaleurbanNo
## 2067 345   4    4      4    0 423 Female   urban       No    1  FemaleurbanNo
## 2068 345   5    5      4    1 423 Female   urban       No    1  FemaleurbanNo
## 2069 345   6    6      4    2 423 Female   urban       No    1  FemaleurbanNo
## 2070 345   7    7      4    3 423 Female   urban       No    1  FemaleurbanNo
## 2071 346   2    2      4    0 424 Female   urban      Yes    1 FemaleurbanYes
## 2072 346   3    3      4    0 424 Female   urban      Yes    1 FemaleurbanYes
## 2073 346   4    4      4    0 424 Female   urban      Yes    1 FemaleurbanYes
## 2074 346   5    5      4    1 424 Female   urban      Yes    1 FemaleurbanYes
## 2075 346   6    6      4    2 424 Female   urban      Yes    1 FemaleurbanYes
## 2076 346   7    7      4    3 424 Female   urban      Yes    1 FemaleurbanYes
## 2077 347   2    2      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2078 347   3    3      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2079 347   4    4      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2080 347   5    5      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2081 347   6    6      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2082 347   7    7      4 <NA> 425 Female   urban     <NA>    1           <NA>
## 2083 348   2    2      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2084 348   3    3      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2085 348   4    4      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2086 348   5    5      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2087 348   6    6      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2088 348   7    7      4 <NA> 426 Female   urban     <NA>    1           <NA>
## 2089 349   2    2      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2090 349   3    3      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2091 349   4    4      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2092 349   5    5      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2093 349   6    6      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2094 349   7    7      4 <NA> 427 Female   urban     <NA>    1           <NA>
## 2095 350   2    2      4    0 428 Female   urban       No    1  FemaleurbanNo
## 2096 350   3    3      4    0 428 Female   urban       No    1  FemaleurbanNo
## 2097 350   4    4      4    0 428 Female   urban       No    1  FemaleurbanNo
## 2098 350   5    5      4    1 428 Female   urban       No    1  FemaleurbanNo
## 2099 350   6    6      4    2 428 Female   urban       No    1  FemaleurbanNo
## 2100 350   7    7      4    3 428 Female   urban       No    1  FemaleurbanNo
## 2101 351   2    2      4    0 429 Female   urban       No    1  FemaleurbanNo
## 2102 351   3    3      4    0 429 Female   urban       No    1  FemaleurbanNo
## 2103 351   4    4      4    0 429 Female   urban       No    1  FemaleurbanNo
## 2104 351   5    5      4    1 429 Female   urban       No    1  FemaleurbanNo
## 2105 351   6    6      4    2 429 Female   urban       No    1  FemaleurbanNo
## 2106 351   7    7      4    3 429 Female   urban       No    1  FemaleurbanNo
## 2107 352   2    2      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2108 352   3    3      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2109 352   4    4      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2110 352   5    5      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2111 352   6    6      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2112 352   7    7      4 <NA> 430 Female   urban     <NA>    1           <NA>
## 2113 353   2    2      4    0 431   Male   urban      Yes    1   MaleurbanYes
## 2114 353   3    3      4    0 431   Male   urban      Yes    1   MaleurbanYes
## 2115 353   4    4      4    0 431   Male   urban      Yes    1   MaleurbanYes
## 2116 353   5    5      4    1 431   Male   urban      Yes    1   MaleurbanYes
## 2117 353   6    6      4    2 431   Male   urban      Yes    1   MaleurbanYes
## 2118 353   7    7      4    3 431   Male   urban      Yes    1   MaleurbanYes
## 2119 354   2    2      4    0 432   Male   urban       No    1    MaleurbanNo
## 2120 354   3    3      4    0 432   Male   urban       No    1    MaleurbanNo
## 2121 354   4    4      4    0 432   Male   urban       No    1    MaleurbanNo
## 2122 354   5    5      4    1 432   Male   urban       No    1    MaleurbanNo
## 2123 354   6    6      4    2 432   Male   urban       No    1    MaleurbanNo
## 2124 354   7    7      4    3 432   Male   urban       No    1    MaleurbanNo
## 2125 355   2    2      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2126 355   3    3      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2127 355   4    4      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2128 355   5    5      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2129 355   6    6      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2130 355   7    7      4 <NA> 433   Male   urban     <NA>    1           <NA>
## 2131 356   2    2      4    0 434   Male   urban      Yes    1   MaleurbanYes
## 2132 356   3    3      4    0 434   Male   urban      Yes    1   MaleurbanYes
## 2133 356   4    4      4    0 434   Male   urban      Yes    1   MaleurbanYes
## 2134 356   5    5      4    1 434   Male   urban      Yes    1   MaleurbanYes
## 2135 356   6    6      4    2 434   Male   urban      Yes    1   MaleurbanYes
## 2136 356   7    7      4    3 434   Male   urban      Yes    1   MaleurbanYes
## 2137 357   2    2      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2138 357   3    3      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2139 357   4    4      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2140 357   5    5      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2141 357   6    6      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2142 357   7    7      4 <NA> 435   Male   urban     <NA>    1           <NA>
## 2143 358   2    2      4    0 436   Male   urban      Yes    1   MaleurbanYes
## 2144 358   3    3      4    0 436   Male   urban      Yes    1   MaleurbanYes
## 2145 358   4    4      4    0 436   Male   urban      Yes    1   MaleurbanYes
## 2146 358   5    5      4    1 436   Male   urban      Yes    1   MaleurbanYes
## 2147 358   6    6      4    2 436   Male   urban      Yes    1   MaleurbanYes
## 2148 358   7    7      4    3 436   Male   urban      Yes    1   MaleurbanYes
## 2149 359   2    2      4    0 437 Female   urban      Yes    1 FemaleurbanYes
## 2150 359   3    3      4    0 437 Female   urban      Yes    1 FemaleurbanYes
## 2151 359   4    4      4    0 437 Female   urban      Yes    1 FemaleurbanYes
## 2152 359   5    5      4    1 437 Female   urban      Yes    1 FemaleurbanYes
## 2153 359   6    6      4    2 437 Female   urban      Yes    1 FemaleurbanYes
## 2154 359   7    7      4    3 437 Female   urban      Yes    1 FemaleurbanYes
## 2155 360   2    2      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2156 360   3    3      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2157 360   4    4      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2158 360   5    5      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2159 360   6    6      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2160 360   7    7      4 <NA> 438   Male   urban     <NA>    1           <NA>
## 2161 361   2    2      4    0 439 Female   urban       No    1  FemaleurbanNo
## 2162 361   3    3      4    0 439 Female   urban       No    1  FemaleurbanNo
## 2163 361   4    4      4    0 439 Female   urban       No    1  FemaleurbanNo
## 2164 361   5    5      4    1 439 Female   urban       No    1  FemaleurbanNo
## 2165 361   6    6      4    2 439 Female   urban       No    1  FemaleurbanNo
## 2166 361   7    7      4    3 439 Female   urban       No    1  FemaleurbanNo
## 2167 362   2    2      4    0 440 Female   urban      Yes    1 FemaleurbanYes
## 2168 362   3    3      4    0 440 Female   urban      Yes    1 FemaleurbanYes
## 2169 362   4    4      4    0 440 Female   urban      Yes    1 FemaleurbanYes
## 2170 362   5    5      4    1 440 Female   urban      Yes    1 FemaleurbanYes
## 2171 362   6    6      4    2 440 Female   urban      Yes    1 FemaleurbanYes
## 2172 362   7    7      4    3 440 Female   urban      Yes    1 FemaleurbanYes
## 2173 363   2    2      4    0 441 Female   urban       No    1  FemaleurbanNo
## 2174 363   3    3      4    0 441 Female   urban       No    1  FemaleurbanNo
## 2175 363   4    4      4    0 441 Female   urban       No    1  FemaleurbanNo
## 2176 363   5    5      4    1 441 Female   urban       No    1  FemaleurbanNo
## 2177 363   6    6      4    2 441 Female   urban       No    1  FemaleurbanNo
## 2178 363   7    7      4    3 441 Female   urban       No    1  FemaleurbanNo
## 2179 364   2    2      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2180 364   3    3      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2181 364   4    4      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2182 364   5    5      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2183 364   6    6      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2184 364   7    7      4 <NA> 442 Female   urban     <NA>    1           <NA>
## 2185 365   2    2      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2186 365   3    3      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2187 365   4    4      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2188 365   5    5      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2189 365   6    6      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2190 365   7    7      4 <NA> 443 Female   urban     <NA>    1           <NA>
## 2191 366   2    2      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2192 366   3    3      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2193 366   4    4      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2194 366   5    5      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2195 366   6    6      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2196 366   7    7      4 <NA> 444 Female   urban     <NA>    1           <NA>
## 2197 367   2    2      4    0 445   Male   urban      Yes    1   MaleurbanYes
## 2198 367   3    3      4    0 445   Male   urban      Yes    1   MaleurbanYes
## 2199 367   4    4      4    0 445   Male   urban      Yes    1   MaleurbanYes
## 2200 367   5    5      4    1 445   Male   urban      Yes    1   MaleurbanYes
## 2201 367   6    6      4    2 445   Male   urban      Yes    1   MaleurbanYes
## 2202 367   7    7      4    3 445   Male   urban      Yes    1   MaleurbanYes
## 2203 368   2    2      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2204 368   3    3      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2205 368   4    4      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2206 368   5    5      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2207 368   6    6      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2208 368   7    7      4 <NA> 446   Male   urban     <NA>    1           <NA>
## 2209 369   2    2      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2210 369   3    3      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2211 369   4    4      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2212 369   5    5      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2213 369   6    6      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2214 369   7    7      4 <NA> 447   Male   urban     <NA>    1           <NA>
## 2215 370   2    2      4    0 448   Male   urban       No    1    MaleurbanNo
## 2216 370   3    3      4    0 448   Male   urban       No    1    MaleurbanNo
## 2217 370   4    4      4    0 448   Male   urban       No    1    MaleurbanNo
## 2218 370   5    5      4    1 448   Male   urban       No    1    MaleurbanNo
## 2219 370   6    6      4    2 448   Male   urban       No    1    MaleurbanNo
## 2220 370   7    7      4    3 448   Male   urban       No    1    MaleurbanNo
## 2221 371   2    2      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2222 371   3    3      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2223 371   4    4      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2224 371   5    5      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2225 371   6    6      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2226 371   7    7      4 <NA> 449   Male   urban     <NA>    1           <NA>
## 2227 372   2    2      4    0 450   Male   urban      Yes    1   MaleurbanYes
## 2228 372   3    3      4    0 450   Male   urban      Yes    1   MaleurbanYes
## 2229 372   4    4      4    0 450   Male   urban      Yes    1   MaleurbanYes
## 2230 372   5    5      4    1 450   Male   urban      Yes    1   MaleurbanYes
## 2231 372   6    6      4    2 450   Male   urban      Yes    1   MaleurbanYes
## 2232 372   7    7      4    3 450   Male   urban      Yes    1   MaleurbanYes
## 2233 373   2    2      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2234 373   3    3      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2235 373   4    4      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2236 373   5    5      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2237 373   6    6      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2238 373   7    7      4 <NA> 451 Female   urban     <NA>    1           <NA>
## 2239 374   2    2      4    0 452 Female   urban      Yes    1 FemaleurbanYes
## 2240 374   3    3      4    0 452 Female   urban      Yes    1 FemaleurbanYes
## 2241 374   4    4      4    0 452 Female   urban      Yes    1 FemaleurbanYes
## 2242 374   5    5      4    1 452 Female   urban      Yes    1 FemaleurbanYes
## 2243 374   6    6      4    2 452 Female   urban      Yes    1 FemaleurbanYes
## 2244 374   7    7      4    3 452 Female   urban      Yes    1 FemaleurbanYes
## 2245 375   2    2      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2246 375   3    3      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2247 375   4    4      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2248 375   5    5      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2249 375   6    6      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2250 375   7    7      4 <NA> 453 Female   urban     <NA>    1           <NA>
## 2251 376   2    2      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2252 376   3    3      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2253 376   4    4      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2254 376   5    5      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2255 376   6    6      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2256 376   7    7      4 <NA> 454 Female   urban     <NA>    1           <NA>
## 2257 377   2    2      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2258 377   3    3      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2259 377   4    4      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2260 377   5    5      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2261 377   6    6      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2262 377   7    7      4 <NA> 455   Male   urban     <NA>    1           <NA>
## 2263 378   2    2      4    0 456   Male   urban       No    1    MaleurbanNo
## 2264 378   3    3      4    0 456   Male   urban       No    1    MaleurbanNo
## 2265 378   4    4      4    0 456   Male   urban       No    1    MaleurbanNo
## 2266 378   5    5      4    1 456   Male   urban       No    1    MaleurbanNo
## 2267 378   6    6      4    2 456   Male   urban       No    1    MaleurbanNo
## 2268 378   7    7      4    3 456   Male   urban       No    1    MaleurbanNo
## 2269 379   2    2      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2270 379   3    3      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2271 379   4    4      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2272 379   5    5      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2273 379   6    6      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2274 379   7    7      4 <NA> 457   Male   urban     <NA>    1           <NA>
## 2275 380   2    2      4    0 458 Female   urban      Yes    1 FemaleurbanYes
## 2276 380   3    3      4    0 458 Female   urban      Yes    1 FemaleurbanYes
## 2277 380   4    4      4    0 458 Female   urban      Yes    1 FemaleurbanYes
## 2278 380   5    5      4    1 458 Female   urban      Yes    1 FemaleurbanYes
## 2279 380   6    6      4    2 458 Female   urban      Yes    1 FemaleurbanYes
## 2280 380   7    7      4    3 458 Female   urban      Yes    1 FemaleurbanYes
## 2281 381   2    2      4    0 459 Female   urban      Yes    1 FemaleurbanYes
## 2282 381   3    3      4    0 459 Female   urban      Yes    1 FemaleurbanYes
## 2283 381   4    4      4    0 459 Female   urban      Yes    1 FemaleurbanYes
## 2284 381   5    5      4    1 459 Female   urban      Yes    1 FemaleurbanYes
## 2285 381   6    6      4    2 459 Female   urban      Yes    1 FemaleurbanYes
## 2286 381   7    7      4    3 459 Female   urban      Yes    1 FemaleurbanYes
## 2287 382   2    2      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2288 382   3    3      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2289 382   4    4      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2290 382   5    5      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2291 382   6    6      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2292 382   7    7      4 <NA> 460   Male   urban     <NA>    1           <NA>
## 2293 383   2    2      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2294 383   3    3      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2295 383   4    4      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2296 383   5    5      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2297 383   6    6      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2298 383   7    7      4 <NA> 461   Male   urban     <NA>    1           <NA>
## 2299 384   2    2      4    0 462   Male   urban      Yes    1   MaleurbanYes
## 2300 384   3    3      4    0 462   Male   urban      Yes    1   MaleurbanYes
## 2301 384   4    4      4    0 462   Male   urban      Yes    1   MaleurbanYes
## 2302 384   5    5      4    1 462   Male   urban      Yes    1   MaleurbanYes
## 2303 384   6    6      4    2 462   Male   urban      Yes    1   MaleurbanYes
## 2304 384   7    7      4    3 462   Male   urban      Yes    1   MaleurbanYes
## 2305 385   2    2      4    0 463   Male   urban       No    1    MaleurbanNo
## 2306 385   3    3      4    0 463   Male   urban       No    1    MaleurbanNo
## 2307 385   4    4      4    0 463   Male   urban       No    1    MaleurbanNo
## 2308 385   5    5      4    1 463   Male   urban       No    1    MaleurbanNo
## 2309 385   6    6      4    2 463   Male   urban       No    1    MaleurbanNo
## 2310 385   7    7      4    3 463   Male   urban       No    1    MaleurbanNo
## 2311 386   2    2      4    0 464   Male   urban       No    1    MaleurbanNo
## 2312 386   3    3      4    0 464   Male   urban       No    1    MaleurbanNo
## 2313 386   4    4      4    0 464   Male   urban       No    1    MaleurbanNo
## 2314 386   5    5      4    1 464   Male   urban       No    1    MaleurbanNo
## 2315 386   6    6      4    2 464   Male   urban       No    1    MaleurbanNo
## 2316 386   7    7      4    3 464   Male   urban       No    1    MaleurbanNo
## 2317 387   2    2      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2318 387   3    3      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2319 387   4    4      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2320 387   5    5      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2321 387   6    6      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2322 387   7    7      4 <NA> 465   Male   urban     <NA>    1           <NA>
## 2323 388   2    2      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2324 388   3    3      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2325 388   4    4      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2326 388   5    5      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2327 388   6    6      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2328 388   7    7      3 <NA> 466 Female   urban     <NA>    1           <NA>
## 2329 389   2    2      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2330 389   3    3      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2331 389   4    4      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2332 389   5    5      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2333 389   6    6      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2334 389   7    7      3 <NA> 467 Female   urban     <NA>    1           <NA>
## 2335 390   2    2      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2336 390   3    3      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2337 390   4    4      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2338 390   5    5      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2339 390   6    6      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2340 390   7    7      3 <NA> 468 Female   urban     <NA>    1           <NA>
## 2341 391   2    2      3    0 469 Female   urban       No    1  FemaleurbanNo
## 2342 391   3    3      3    0 469 Female   urban       No    1  FemaleurbanNo
## 2343 391   4    4      3    1 469 Female   urban       No    1  FemaleurbanNo
## 2344 391   5    5      3    2 469 Female   urban       No    1  FemaleurbanNo
## 2345 391   6    6      3    3 469 Female   urban       No    1  FemaleurbanNo
## 2346 391   7    7      3    4 469 Female   urban       No    1  FemaleurbanNo
## 2347 392   2    2      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2348 392   3    3      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2349 392   4    4      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2350 392   5    5      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2351 392   6    6      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2352 392   7    7      3 <NA> 470 Female   urban     <NA>    1           <NA>
## 2353 393   2    2      3    0 471 Female   urban       No    1  FemaleurbanNo
## 2354 393   3    3      3    0 471 Female   urban       No    1  FemaleurbanNo
## 2355 393   4    4      3    1 471 Female   urban       No    1  FemaleurbanNo
## 2356 393   5    5      3    2 471 Female   urban       No    1  FemaleurbanNo
## 2357 393   6    6      3    3 471 Female   urban       No    1  FemaleurbanNo
## 2358 393   7    7      3    4 471 Female   urban       No    1  FemaleurbanNo
## 2359 394   2    2      3    0 472 Female   urban      Yes    1 FemaleurbanYes
## 2360 394   3    3      3    0 472 Female   urban      Yes    1 FemaleurbanYes
## 2361 394   4    4      3    1 472 Female   urban      Yes    1 FemaleurbanYes
## 2362 394   5    5      3    2 472 Female   urban      Yes    1 FemaleurbanYes
## 2363 394   6    6      3    3 472 Female   urban      Yes    1 FemaleurbanYes
## 2364 394   7    7      3    4 472 Female   urban      Yes    1 FemaleurbanYes
## 2365 395   2    2      3    0 473 Female   urban       No    1  FemaleurbanNo
## 2366 395   3    3      3    0 473 Female   urban       No    1  FemaleurbanNo
## 2367 395   4    4      3    1 473 Female   urban       No    1  FemaleurbanNo
## 2368 395   5    5      3    2 473 Female   urban       No    1  FemaleurbanNo
## 2369 395   6    6      3    3 473 Female   urban       No    1  FemaleurbanNo
## 2370 395   7    7      3    4 473 Female   urban       No    1  FemaleurbanNo
## 2371 396   2    2      3    0 474 Female   urban      Yes    1 FemaleurbanYes
## 2372 396   3    3      3    0 474 Female   urban      Yes    1 FemaleurbanYes
## 2373 396   4    4      3    1 474 Female   urban      Yes    1 FemaleurbanYes
## 2374 396   5    5      3    2 474 Female   urban      Yes    1 FemaleurbanYes
## 2375 396   6    6      3    3 474 Female   urban      Yes    1 FemaleurbanYes
## 2376 396   7    7      3    4 474 Female   urban      Yes    1 FemaleurbanYes
## 2377 397   2    2      3    0 475 Female   urban       No    1  FemaleurbanNo
## 2378 397   3    3      3    0 475 Female   urban       No    1  FemaleurbanNo
## 2379 397   4    4      3    1 475 Female   urban       No    1  FemaleurbanNo
## 2380 397   5    5      3    2 475 Female   urban       No    1  FemaleurbanNo
## 2381 397   6    6      3    3 475 Female   urban       No    1  FemaleurbanNo
## 2382 397   7    7      3    4 475 Female   urban       No    1  FemaleurbanNo
## 2383 398   2    2      3    0 476 Female   urban       No    1  FemaleurbanNo
## 2384 398   3    3      3    0 476 Female   urban       No    1  FemaleurbanNo
## 2385 398   4    4      3    1 476 Female   urban       No    1  FemaleurbanNo
## 2386 398   5    5      3    2 476 Female   urban       No    1  FemaleurbanNo
## 2387 398   6    6      3    3 476 Female   urban       No    1  FemaleurbanNo
## 2388 398   7    7      3    4 476 Female   urban       No    1  FemaleurbanNo
## 2389 399   2    2      3    0 477 Female   urban      Yes    1 FemaleurbanYes
## 2390 399   3    3      3    0 477 Female   urban      Yes    1 FemaleurbanYes
## 2391 399   4    4      3    1 477 Female   urban      Yes    1 FemaleurbanYes
## 2392 399   5    5      3    2 477 Female   urban      Yes    1 FemaleurbanYes
## 2393 399   6    6      3    3 477 Female   urban      Yes    1 FemaleurbanYes
## 2394 399   7    7      3    4 477 Female   urban      Yes    1 FemaleurbanYes
## 2395 400   2    2      3    0 478 Female   urban       No    1  FemaleurbanNo
## 2396 400   3    3      3    0 478 Female   urban       No    1  FemaleurbanNo
## 2397 400   4    4      3    1 478 Female   urban       No    1  FemaleurbanNo
## 2398 400   5    5      3    2 478 Female   urban       No    1  FemaleurbanNo
## 2399 400   6    6      3    3 478 Female   urban       No    1  FemaleurbanNo
## 2400 400   7    7      3    4 478 Female   urban       No    1  FemaleurbanNo
## 2401 401   2    2      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2402 401   3    3      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2403 401   4    4      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2404 401   5    5      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2405 401   6    6      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2406 401   7    7      3 <NA> 479 Female   urban     <NA>    1           <NA>
## 2407 402   2    2      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2408 402   3    3      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2409 402   4    4      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2410 402   5    5      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2411 402   6    6      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2412 402   7    7      3 <NA> 480 Female   urban     <NA>    1           <NA>
## 2413 403   2    2      3    0 481 Female   urban       No    1  FemaleurbanNo
## 2414 403   3    3      3    0 481 Female   urban       No    1  FemaleurbanNo
## 2415 403   4    4      3    1 481 Female   urban       No    1  FemaleurbanNo
## 2416 403   5    5      3    2 481 Female   urban       No    1  FemaleurbanNo
## 2417 403   6    6      3    3 481 Female   urban       No    1  FemaleurbanNo
## 2418 403   7    7      3    4 481 Female   urban       No    1  FemaleurbanNo
## 2419 404   2    2      3    0 482 Female   urban       No    1  FemaleurbanNo
## 2420 404   3    3      3    0 482 Female   urban       No    1  FemaleurbanNo
## 2421 404   4    4      3    1 482 Female   urban       No    1  FemaleurbanNo
## 2422 404   5    5      3    2 482 Female   urban       No    1  FemaleurbanNo
## 2423 404   6    6      3    3 482 Female   urban       No    1  FemaleurbanNo
## 2424 404   7    7      3    4 482 Female   urban       No    1  FemaleurbanNo
## 2425 405   2    2      3    0 483 Female   urban      Yes    1 FemaleurbanYes
## 2426 405   3    3      3    0 483 Female   urban      Yes    1 FemaleurbanYes
## 2427 405   4    4      3    1 483 Female   urban      Yes    1 FemaleurbanYes
## 2428 405   5    5      3    2 483 Female   urban      Yes    1 FemaleurbanYes
## 2429 405   6    6      3    3 483 Female   urban      Yes    1 FemaleurbanYes
## 2430 405   7    7      3    4 483 Female   urban      Yes    1 FemaleurbanYes
## 2431 406   2    2      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2432 406   3    3      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2433 406   4    4      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2434 406   5    5      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2435 406   6    6      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2436 406   7    7      3 <NA> 484   Male   urban     <NA>    1           <NA>
## 2437 407   2    2      3    0 485   Male   urban       No    1    MaleurbanNo
## 2438 407   3    3      3    0 485   Male   urban       No    1    MaleurbanNo
## 2439 407   4    4      3    1 485   Male   urban       No    1    MaleurbanNo
## 2440 407   5    5      3    2 485   Male   urban       No    1    MaleurbanNo
## 2441 407   6    6      3    3 485   Male   urban       No    1    MaleurbanNo
## 2442 407   7    7      3    4 485   Male   urban       No    1    MaleurbanNo
## 2443 408   2    2      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2444 408   3    3      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2445 408   4    4      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2446 408   5    5      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2447 408   6    6      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2448 408   7    7      3 <NA> 486   Male   urban     <NA>    1           <NA>
## 2449 409   2    2      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2450 409   3    3      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2451 409   4    4      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2452 409   5    5      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2453 409   6    6      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2454 409   7    7      3 <NA> 487   Male   urban     <NA>    1           <NA>
## 2455 410   2    2      3    0 488   Male   urban      Yes    1   MaleurbanYes
## 2456 410   3    3      3    0 488   Male   urban      Yes    1   MaleurbanYes
## 2457 410   4    4      3    1 488   Male   urban      Yes    1   MaleurbanYes
## 2458 410   5    5      3    2 488   Male   urban      Yes    1   MaleurbanYes
## 2459 410   6    6      3    3 488   Male   urban      Yes    1   MaleurbanYes
## 2460 410   7    7      3    4 488   Male   urban      Yes    1   MaleurbanYes
## 2461 411   2    2      3    0 489   Male   urban       No    1    MaleurbanNo
## 2462 411   3    3      3    0 489   Male   urban       No    1    MaleurbanNo
## 2463 411   4    4      3    1 489   Male   urban       No    1    MaleurbanNo
## 2464 411   5    5      3    2 489   Male   urban       No    1    MaleurbanNo
## 2465 411   6    6      3    3 489   Male   urban       No    1    MaleurbanNo
## 2466 411   7    7      3    4 489   Male   urban       No    1    MaleurbanNo
## 2467 412   2    2      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2468 412   3    3      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2469 412   4    4      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2470 412   5    5      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2471 412   6    6      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2472 412   7    7      3 <NA> 490   Male   urban     <NA>    1           <NA>
## 2473 413   2    2      3    0 491   Male   urban      Yes    1   MaleurbanYes
## 2474 413   3    3      3    0 491   Male   urban      Yes    1   MaleurbanYes
## 2475 413   4    4      3    1 491   Male   urban      Yes    1   MaleurbanYes
## 2476 413   5    5      3    2 491   Male   urban      Yes    1   MaleurbanYes
## 2477 413   6    6      3    3 491   Male   urban      Yes    1   MaleurbanYes
## 2478 413   7    7      3    4 491   Male   urban      Yes    1   MaleurbanYes
## 2479 414   2    2      3    0 492   Male   urban       No    1    MaleurbanNo
## 2480 414   3    3      3    0 492   Male   urban       No    1    MaleurbanNo
## 2481 414   4    4      3    1 492   Male   urban       No    1    MaleurbanNo
## 2482 414   5    5      3    2 492   Male   urban       No    1    MaleurbanNo
## 2483 414   6    6      3    3 492   Male   urban       No    1    MaleurbanNo
## 2484 414   7    7      3    4 492   Male   urban       No    1    MaleurbanNo
## 2485 415   2    2      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2486 415   3    3      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2487 415   4    4      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2488 415   5    5      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2489 415   6    6      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2490 415   7    7      3 <NA> 493   Male   urban     <NA>    1           <NA>
## 2491 416   2    2      3    0 494   Male   urban      Yes    1   MaleurbanYes
## 2492 416   3    3      3    0 494   Male   urban      Yes    1   MaleurbanYes
## 2493 416   4    4      3    1 494   Male   urban      Yes    1   MaleurbanYes
## 2494 416   5    5      3    2 494   Male   urban      Yes    1   MaleurbanYes
## 2495 416   6    6      3    3 494   Male   urban      Yes    1   MaleurbanYes
## 2496 416   7    7      3    4 494   Male   urban      Yes    1   MaleurbanYes
## 2497 417   2    2      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2498 417   3    3      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2499 417   4    4      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2500 417   5    5      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2501 417   6    6      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2502 417   7    7      3 <NA> 495   Male   urban     <NA>    1           <NA>
## 2503 418   2    2      3    0 496 Female   urban      Yes    1 FemaleurbanYes
## 2504 418   3    3      3    0 496 Female   urban      Yes    1 FemaleurbanYes
## 2505 418   4    4      3    1 496 Female   urban      Yes    1 FemaleurbanYes
## 2506 418   5    5      3    2 496 Female   urban      Yes    1 FemaleurbanYes
## 2507 418   6    6      3    3 496 Female   urban      Yes    1 FemaleurbanYes
## 2508 418   7    7      3    4 496 Female   urban      Yes    1 FemaleurbanYes
## 2509 419   2    2      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2510 419   3    3      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2511 419   4    4      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2512 419   5    5      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2513 419   6    6      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2514 419   7    7      3 <NA> 497 Female   urban     <NA>    1           <NA>
## 2515 420   2    2      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2516 420   3    3      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2517 420   4    4      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2518 420   5    5      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2519 420   6    6      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2520 420   7    7      3 <NA> 498 Female   urban     <NA>    1           <NA>
## 2521 421   2    2      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2522 421   3    3      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2523 421   4    4      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2524 421   5    5      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2525 421   6    6      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2526 421   7    7      3 <NA> 499 Female   urban     <NA>    1           <NA>
## 2527 422   2    2      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2528 422   3    3      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2529 422   4    4      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2530 422   5    5      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2531 422   6    6      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2532 422   7    7      3 <NA> 500   Male   urban     <NA>    1           <NA>
## 2533 423   2    2      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2534 423   3    3      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2535 423   4    4      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2536 423   5    5      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2537 423   6    6      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2538 423   7    7      3 <NA> 501   Male   urban     <NA>    1           <NA>
## 2539 424   2    2      3    0 502   Male   urban      Yes    1   MaleurbanYes
## 2540 424   3    3      3    0 502   Male   urban      Yes    1   MaleurbanYes
## 2541 424   4    4      3    1 502   Male   urban      Yes    1   MaleurbanYes
## 2542 424   5    5      3    2 502   Male   urban      Yes    1   MaleurbanYes
## 2543 424   6    6      3    3 502   Male   urban      Yes    1   MaleurbanYes
## 2544 424   7    7      3    4 502   Male   urban      Yes    1   MaleurbanYes
## 2545 425   2    2      3    0 503   Male   urban      Yes    1   MaleurbanYes
## 2546 425   3    3      3    0 503   Male   urban      Yes    1   MaleurbanYes
## 2547 425   4    4      3    1 503   Male   urban      Yes    1   MaleurbanYes
## 2548 425   5    5      3    2 503   Male   urban      Yes    1   MaleurbanYes
## 2549 425   6    6      3    3 503   Male   urban      Yes    1   MaleurbanYes
## 2550 425   7    7      3    4 503   Male   urban      Yes    1   MaleurbanYes
## 2551 426   2    2      3    0 504   Male   urban      Yes    1   MaleurbanYes
## 2552 426   3    3      3    0 504   Male   urban      Yes    1   MaleurbanYes
## 2553 426   4    4      3    1 504   Male   urban      Yes    1   MaleurbanYes
## 2554 426   5    5      3    2 504   Male   urban      Yes    1   MaleurbanYes
## 2555 426   6    6      3    3 504   Male   urban      Yes    1   MaleurbanYes
## 2556 426   7    7      3    4 504   Male   urban      Yes    1   MaleurbanYes
## 2557 427   2    2      3    0 505   Male   urban      Yes    1   MaleurbanYes
## 2558 427   3    3      3    0 505   Male   urban      Yes    1   MaleurbanYes
## 2559 427   4    4      3    1 505   Male   urban      Yes    1   MaleurbanYes
## 2560 427   5    5      3    2 505   Male   urban      Yes    1   MaleurbanYes
## 2561 427   6    6      3    3 505   Male   urban      Yes    1   MaleurbanYes
## 2562 427   7    7      3    4 505   Male   urban      Yes    1   MaleurbanYes
## 2563 428   2    2      3    0 506   Male   urban      Yes    1   MaleurbanYes
## 2564 428   3    3      3    0 506   Male   urban      Yes    1   MaleurbanYes
## 2565 428   4    4      3    1 506   Male   urban      Yes    1   MaleurbanYes
## 2566 428   5    5      3    2 506   Male   urban      Yes    1   MaleurbanYes
## 2567 428   6    6      3    3 506   Male   urban      Yes    1   MaleurbanYes
## 2568 428   7    7      3    4 506   Male   urban      Yes    1   MaleurbanYes
## 2569 429   2    2      3    0 507   Male   urban       No    1    MaleurbanNo
## 2570 429   3    3      3    0 507   Male   urban       No    1    MaleurbanNo
## 2571 429   4    4      3    1 507   Male   urban       No    1    MaleurbanNo
## 2572 429   5    5      3    2 507   Male   urban       No    1    MaleurbanNo
## 2573 429   6    6      3    3 507   Male   urban       No    1    MaleurbanNo
## 2574 429   7    7      3    4 507   Male   urban       No    1    MaleurbanNo
## 2575 430   2    2      3    0 508 Female   urban      Yes    1 FemaleurbanYes
## 2576 430   3    3      3    0 508 Female   urban      Yes    1 FemaleurbanYes
## 2577 430   4    4      3    1 508 Female   urban      Yes    1 FemaleurbanYes
## 2578 430   5    5      3    2 508 Female   urban      Yes    1 FemaleurbanYes
## 2579 430   6    6      3    3 508 Female   urban      Yes    1 FemaleurbanYes
## 2580 430   7    7      3    4 508 Female   urban      Yes    1 FemaleurbanYes
## 2581 431   2    2      3    0 509 Female   urban       No    1  FemaleurbanNo
## 2582 431   3    3      3    0 509 Female   urban       No    1  FemaleurbanNo
## 2583 431   4    4      3    1 509 Female   urban       No    1  FemaleurbanNo
## 2584 431   5    5      3    2 509 Female   urban       No    1  FemaleurbanNo
## 2585 431   6    6      3    3 509 Female   urban       No    1  FemaleurbanNo
## 2586 431   7    7      3    4 509 Female   urban       No    1  FemaleurbanNo
## 2587 432   2    2      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2588 432   3    3      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2589 432   4    4      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2590 432   5    5      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2591 432   6    6      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2592 432   7    7      3 <NA> 510   Male   urban     <NA>    1           <NA>
## 2593 433   2    2      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2594 433   3    3      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2595 433   4    4      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2596 433   5    5      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2597 433   6    6      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2598 433   7    7      3 <NA> 511   Male   urban     <NA>    1           <NA>
## 2599 434   2    2      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2600 434   3    3      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2601 434   4    4      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2602 434   5    5      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2603 434   6    6      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2604 434   7    7      3 <NA> 512   Male   urban     <NA>    1           <NA>
## 2605 435   2    2      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2606 435   3    3      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2607 435   4    4      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2608 435   5    5      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2609 435   6    6      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2610 435   7    7      3 <NA> 513   Male   urban     <NA>    1           <NA>
## 2611 436   2    2      3    0 514 Female   urban       No    1  FemaleurbanNo
## 2612 436   3    3      3    0 514 Female   urban       No    1  FemaleurbanNo
## 2613 436   4    4      3    1 514 Female   urban       No    1  FemaleurbanNo
## 2614 436   5    5      3    2 514 Female   urban       No    1  FemaleurbanNo
## 2615 436   6    6      3    3 514 Female   urban       No    1  FemaleurbanNo
## 2616 436   7    7      3    4 514 Female   urban       No    1  FemaleurbanNo
## 2617 437   2    2      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2618 437   3    3      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2619 437   4    4      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2620 437   5    5      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2621 437   6    6      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2622 437   7    7      3 <NA> 515   Male   urban     <NA>    1           <NA>
## 2623 438   2    2      3    0 516 Female   urban       No    1  FemaleurbanNo
## 2624 438   3    3      3    0 516 Female   urban       No    1  FemaleurbanNo
## 2625 438   4    4      3    1 516 Female   urban       No    1  FemaleurbanNo
## 2626 438   5    5      3    2 516 Female   urban       No    1  FemaleurbanNo
## 2627 438   6    6      3    3 516 Female   urban       No    1  FemaleurbanNo
## 2628 438   7    7      3    4 516 Female   urban       No    1  FemaleurbanNo
## 2629 439   2    2      3    0 517 Female   urban       No    1  FemaleurbanNo
## 2630 439   3    3      3    0 517 Female   urban       No    1  FemaleurbanNo
## 2631 439   4    4      3    1 517 Female   urban       No    1  FemaleurbanNo
## 2632 439   5    5      3    2 517 Female   urban       No    1  FemaleurbanNo
## 2633 439   6    6      3    3 517 Female   urban       No    1  FemaleurbanNo
## 2634 439   7    7      3    4 517 Female   urban       No    1  FemaleurbanNo
## 2635 440   2    2      2    0 518 Female   urban       No    1  FemaleurbanNo
## 2636 440   3    3      2    1 518 Female   urban       No    1  FemaleurbanNo
## 2637 440   4    4      2    2 518 Female   urban       No    1  FemaleurbanNo
## 2638 440   5    5      2    3 518 Female   urban       No    1  FemaleurbanNo
## 2639 440   6    6      2    4 518 Female   urban       No    1  FemaleurbanNo
## 2640 440   7    7      2    5 518 Female   urban       No    1  FemaleurbanNo
## 2641 441   2    2      2    0 519 Female   urban       No    1  FemaleurbanNo
## 2642 441   3    3      2    1 519 Female   urban       No    1  FemaleurbanNo
## 2643 441   4    4      2    2 519 Female   urban       No    1  FemaleurbanNo
## 2644 441   5    5      2    3 519 Female   urban       No    1  FemaleurbanNo
## 2645 441   6    6      2    4 519 Female   urban       No    1  FemaleurbanNo
## 2646 441   7    7      2    5 519 Female   urban       No    1  FemaleurbanNo
## 2647 442   2    2      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2648 442   3    3      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2649 442   4    4      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2650 442   5    5      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2651 442   6    6      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2652 442   7    7      2 <NA> 520 Female   urban     <NA>    1           <NA>
## 2653 443   2    2      2    0 521 Female   urban      Yes    1 FemaleurbanYes
## 2654 443   3    3      2    1 521 Female   urban      Yes    1 FemaleurbanYes
## 2655 443   4    4      2    2 521 Female   urban      Yes    1 FemaleurbanYes
## 2656 443   5    5      2    3 521 Female   urban      Yes    1 FemaleurbanYes
## 2657 443   6    6      2    4 521 Female   urban      Yes    1 FemaleurbanYes
## 2658 443   7    7      2    5 521 Female   urban      Yes    1 FemaleurbanYes
## 2659 444   2    2      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2660 444   3    3      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2661 444   4    4      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2662 444   5    5      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2663 444   6    6      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2664 444   7    7      2 <NA> 522 Female   urban     <NA>    1           <NA>
## 2665 445   2    2      2    0 523 Female   urban       No    1  FemaleurbanNo
## 2666 445   3    3      2    1 523 Female   urban       No    1  FemaleurbanNo
## 2667 445   4    4      2    2 523 Female   urban       No    1  FemaleurbanNo
## 2668 445   5    5      2    3 523 Female   urban       No    1  FemaleurbanNo
## 2669 445   6    6      2    4 523 Female   urban       No    1  FemaleurbanNo
## 2670 445   7    7      2    5 523 Female   urban       No    1  FemaleurbanNo
## 2671 446   2    2      2    0 524 Female   urban      Yes    1 FemaleurbanYes
## 2672 446   3    3      2    1 524 Female   urban      Yes    1 FemaleurbanYes
## 2673 446   4    4      2    2 524 Female   urban      Yes    1 FemaleurbanYes
## 2674 446   5    5      2    3 524 Female   urban      Yes    1 FemaleurbanYes
## 2675 446   6    6      2    4 524 Female   urban      Yes    1 FemaleurbanYes
## 2676 446   7    7      2    5 524 Female   urban      Yes    1 FemaleurbanYes
## 2677 447   2    2      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2678 447   3    3      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2679 447   4    4      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2680 447   5    5      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2681 447   6    6      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2682 447   7    7      2 <NA> 525 Female   urban     <NA>    1           <NA>
## 2683 448   2    2      2    0 526 Female   urban      Yes    1 FemaleurbanYes
## 2684 448   3    3      2    1 526 Female   urban      Yes    1 FemaleurbanYes
## 2685 448   4    4      2    2 526 Female   urban      Yes    1 FemaleurbanYes
## 2686 448   5    5      2    3 526 Female   urban      Yes    1 FemaleurbanYes
## 2687 448   6    6      2    4 526 Female   urban      Yes    1 FemaleurbanYes
## 2688 448   7    7      2    5 526 Female   urban      Yes    1 FemaleurbanYes
## 2689 449   2    2      2    0 527 Female   urban      Yes    1 FemaleurbanYes
## 2690 449   3    3      2    1 527 Female   urban      Yes    1 FemaleurbanYes
## 2691 449   4    4      2    2 527 Female   urban      Yes    1 FemaleurbanYes
## 2692 449   5    5      2    3 527 Female   urban      Yes    1 FemaleurbanYes
## 2693 449   6    6      2    4 527 Female   urban      Yes    1 FemaleurbanYes
## 2694 449   7    7      2    5 527 Female   urban      Yes    1 FemaleurbanYes
## 2695 450   2    2      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2696 450   3    3      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2697 450   4    4      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2698 450   5    5      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2699 450   6    6      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2700 450   7    7      2 <NA> 528 Female   urban     <NA>    1           <NA>
## 2701 451   2    2      2    0 529 Female   urban      Yes    1 FemaleurbanYes
## 2702 451   3    3      2    1 529 Female   urban      Yes    1 FemaleurbanYes
## 2703 451   4    4      2    2 529 Female   urban      Yes    1 FemaleurbanYes
## 2704 451   5    5      2    3 529 Female   urban      Yes    1 FemaleurbanYes
## 2705 451   6    6      2    4 529 Female   urban      Yes    1 FemaleurbanYes
## 2706 451   7    7      2    5 529 Female   urban      Yes    1 FemaleurbanYes
## 2707 452   2    2      2    0 530 Female   urban       No    1  FemaleurbanNo
## 2708 452   3    3      2    1 530 Female   urban       No    1  FemaleurbanNo
## 2709 452   4    4      2    2 530 Female   urban       No    1  FemaleurbanNo
## 2710 452   5    5      2    3 530 Female   urban       No    1  FemaleurbanNo
## 2711 452   6    6      2    4 530 Female   urban       No    1  FemaleurbanNo
## 2712 452   7    7      2    5 530 Female   urban       No    1  FemaleurbanNo
## 2713 453   2    2      2    0 531 Female   urban       No    1  FemaleurbanNo
## 2714 453   3    3      2    1 531 Female   urban       No    1  FemaleurbanNo
## 2715 453   4    4      2    2 531 Female   urban       No    1  FemaleurbanNo
## 2716 453   5    5      2    3 531 Female   urban       No    1  FemaleurbanNo
## 2717 453   6    6      2    4 531 Female   urban       No    1  FemaleurbanNo
## 2718 453   7    7      2    5 531 Female   urban       No    1  FemaleurbanNo
## 2719 454   2    2      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2720 454   3    3      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2721 454   4    4      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2722 454   5    5      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2723 454   6    6      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2724 454   7    7      2 <NA> 532 Female   urban     <NA>    1           <NA>
## 2725 455   2    2      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2726 455   3    3      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2727 455   4    4      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2728 455   5    5      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2729 455   6    6      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2730 455   7    7      2 <NA> 533 Female   urban     <NA>    1           <NA>
## 2731 456   2    2      2    0 534 Female   urban       No    1  FemaleurbanNo
## 2732 456   3    3      2    1 534 Female   urban       No    1  FemaleurbanNo
## 2733 456   4    4      2    2 534 Female   urban       No    1  FemaleurbanNo
## 2734 456   5    5      2    3 534 Female   urban       No    1  FemaleurbanNo
## 2735 456   6    6      2    4 534 Female   urban       No    1  FemaleurbanNo
## 2736 456   7    7      2    5 534 Female   urban       No    1  FemaleurbanNo
## 2737 457   2    2      2    0 535 Female   urban      Yes    1 FemaleurbanYes
## 2738 457   3    3      2    1 535 Female   urban      Yes    1 FemaleurbanYes
## 2739 457   4    4      2    2 535 Female   urban      Yes    1 FemaleurbanYes
## 2740 457   5    5      2    3 535 Female   urban      Yes    1 FemaleurbanYes
## 2741 457   6    6      2    4 535 Female   urban      Yes    1 FemaleurbanYes
## 2742 457   7    7      2    5 535 Female   urban      Yes    1 FemaleurbanYes
## 2743 458   2    2      2    0 536   Male   urban      Yes    1   MaleurbanYes
## 2744 458   3    3      2    1 536   Male   urban      Yes    1   MaleurbanYes
## 2745 458   4    4      2    2 536   Male   urban      Yes    1   MaleurbanYes
## 2746 458   5    5      2    3 536   Male   urban      Yes    1   MaleurbanYes
## 2747 458   6    6      2    4 536   Male   urban      Yes    1   MaleurbanYes
## 2748 458   7    7      2    5 536   Male   urban      Yes    1   MaleurbanYes
## 2749 459   2    2      2    0 537   Male   urban       No    1    MaleurbanNo
## 2750 459   3    3      2    1 537   Male   urban       No    1    MaleurbanNo
## 2751 459   4    4      2    2 537   Male   urban       No    1    MaleurbanNo
## 2752 459   5    5      2    3 537   Male   urban       No    1    MaleurbanNo
## 2753 459   6    6      2    4 537   Male   urban       No    1    MaleurbanNo
## 2754 459   7    7      2    5 537   Male   urban       No    1    MaleurbanNo
## 2755 460   2    2      2    0 538   Male   urban      Yes    1   MaleurbanYes
## 2756 460   3    3      2    1 538   Male   urban      Yes    1   MaleurbanYes
## 2757 460   4    4      2    2 538   Male   urban      Yes    1   MaleurbanYes
## 2758 460   5    5      2    3 538   Male   urban      Yes    1   MaleurbanYes
## 2759 460   6    6      2    4 538   Male   urban      Yes    1   MaleurbanYes
## 2760 460   7    7      2    5 538   Male   urban      Yes    1   MaleurbanYes
## 2761 461   2    2      2    0 539   Male   urban       No    1    MaleurbanNo
## 2762 461   3    3      2    1 539   Male   urban       No    1    MaleurbanNo
## 2763 461   4    4      2    2 539   Male   urban       No    1    MaleurbanNo
## 2764 461   5    5      2    3 539   Male   urban       No    1    MaleurbanNo
## 2765 461   6    6      2    4 539   Male   urban       No    1    MaleurbanNo
## 2766 461   7    7      2    5 539   Male   urban       No    1    MaleurbanNo
## 2767 462   2    2      2    0 540   Male   urban       No    1    MaleurbanNo
## 2768 462   3    3      2    1 540   Male   urban       No    1    MaleurbanNo
## 2769 462   4    4      2    2 540   Male   urban       No    1    MaleurbanNo
## 2770 462   5    5      2    3 540   Male   urban       No    1    MaleurbanNo
## 2771 462   6    6      2    4 540   Male   urban       No    1    MaleurbanNo
## 2772 462   7    7      2    5 540   Male   urban       No    1    MaleurbanNo
## 2773 463   2    2      2    0 541   Male   urban      Yes    1   MaleurbanYes
## 2774 463   3    3      2    1 541   Male   urban      Yes    1   MaleurbanYes
## 2775 463   4    4      2    2 541   Male   urban      Yes    1   MaleurbanYes
## 2776 463   5    5      2    3 541   Male   urban      Yes    1   MaleurbanYes
## 2777 463   6    6      2    4 541   Male   urban      Yes    1   MaleurbanYes
## 2778 463   7    7      2    5 541   Male   urban      Yes    1   MaleurbanYes
## 2779 464   2    2      2    0 542   Male   urban       No    1    MaleurbanNo
## 2780 464   3    3      2    1 542   Male   urban       No    1    MaleurbanNo
## 2781 464   4    4      2    2 542   Male   urban       No    1    MaleurbanNo
## 2782 464   5    5      2    3 542   Male   urban       No    1    MaleurbanNo
## 2783 464   6    6      2    4 542   Male   urban       No    1    MaleurbanNo
## 2784 464   7    7      2    5 542   Male   urban       No    1    MaleurbanNo
## 2785 465   2    2      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2786 465   3    3      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2787 465   4    4      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2788 465   5    5      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2789 465   6    6      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2790 465   7    7      2 <NA> 543   Male   urban     <NA>    1           <NA>
## 2791 466   2    2      2    0 544   Male   urban      Yes    1   MaleurbanYes
## 2792 466   3    3      2    1 544   Male   urban      Yes    1   MaleurbanYes
## 2793 466   4    4      2    2 544   Male   urban      Yes    1   MaleurbanYes
## 2794 466   5    5      2    3 544   Male   urban      Yes    1   MaleurbanYes
## 2795 466   6    6      2    4 544   Male   urban      Yes    1   MaleurbanYes
## 2796 466   7    7      2    5 544   Male   urban      Yes    1   MaleurbanYes
## 2797 467   2    2      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2798 467   3    3      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2799 467   4    4      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2800 467   5    5      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2801 467   6    6      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2802 467   7    7      2 <NA> 545   Male   urban     <NA>    1           <NA>
## 2803 468   2    2      2    0 546   Male   urban       No    1    MaleurbanNo
## 2804 468   3    3      2    1 546   Male   urban       No    1    MaleurbanNo
## 2805 468   4    4      2    2 546   Male   urban       No    1    MaleurbanNo
## 2806 468   5    5      2    3 546   Male   urban       No    1    MaleurbanNo
## 2807 468   6    6      2    4 546   Male   urban       No    1    MaleurbanNo
## 2808 468   7    7      2    5 546   Male   urban       No    1    MaleurbanNo
## 2809 469   2    2      2    0 547 Female   urban       No    1  FemaleurbanNo
## 2810 469   3    3      2    1 547 Female   urban       No    1  FemaleurbanNo
## 2811 469   4    4      2    2 547 Female   urban       No    1  FemaleurbanNo
## 2812 469   5    5      2    3 547 Female   urban       No    1  FemaleurbanNo
## 2813 469   6    6      2    4 547 Female   urban       No    1  FemaleurbanNo
## 2814 469   7    7      2    5 547 Female   urban       No    1  FemaleurbanNo
## 2815 470   2    2      2    0 548 Female   urban      Yes    1 FemaleurbanYes
## 2816 470   3    3      2    1 548 Female   urban      Yes    1 FemaleurbanYes
## 2817 470   4    4      2    2 548 Female   urban      Yes    1 FemaleurbanYes
## 2818 470   5    5      2    3 548 Female   urban      Yes    1 FemaleurbanYes
## 2819 470   6    6      2    4 548 Female   urban      Yes    1 FemaleurbanYes
## 2820 470   7    7      2    5 548 Female   urban      Yes    1 FemaleurbanYes
## 2821 471   2    2      2    0 549 Female   urban      Yes    1 FemaleurbanYes
## 2822 471   3    3      2    1 549 Female   urban      Yes    1 FemaleurbanYes
## 2823 471   4    4      2    2 549 Female   urban      Yes    1 FemaleurbanYes
## 2824 471   5    5      2    3 549 Female   urban      Yes    1 FemaleurbanYes
## 2825 471   6    6      2    4 549 Female   urban      Yes    1 FemaleurbanYes
## 2826 471   7    7      2    5 549 Female   urban      Yes    1 FemaleurbanYes
## 2827 472   2    2      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2828 472   3    3      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2829 472   4    4      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2830 472   5    5      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2831 472   6    6      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2832 472   7    7      2 <NA> 550 Female   urban     <NA>    1           <NA>
## 2833 473   2    2      2    0 551   Male   urban       No    1    MaleurbanNo
## 2834 473   3    3      2    1 551   Male   urban       No    1    MaleurbanNo
## 2835 473   4    4      2    2 551   Male   urban       No    1    MaleurbanNo
## 2836 473   5    5      2    3 551   Male   urban       No    1    MaleurbanNo
## 2837 473   6    6      2    4 551   Male   urban       No    1    MaleurbanNo
## 2838 473   7    7      2    5 551   Male   urban       No    1    MaleurbanNo
## 2839 474   2    2      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2840 474   3    3      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2841 474   4    4      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2842 474   5    5      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2843 474   6    6      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2844 474   7    7      2 <NA> 552   Male   urban     <NA>    1           <NA>
## 2845 475   2    2      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2846 475   3    3      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2847 475   4    4      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2848 475   5    5      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2849 475   6    6      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2850 475   7    7      2 <NA> 553   Male   urban     <NA>    1           <NA>
## 2851 476   2    2      2    0 554   Male   urban       No    1    MaleurbanNo
## 2852 476   3    3      2    1 554   Male   urban       No    1    MaleurbanNo
## 2853 476   4    4      2    2 554   Male   urban       No    1    MaleurbanNo
## 2854 476   5    5      2    3 554   Male   urban       No    1    MaleurbanNo
## 2855 476   6    6      2    4 554   Male   urban       No    1    MaleurbanNo
## 2856 476   7    7      2    5 554   Male   urban       No    1    MaleurbanNo
## 2857 477   2    2      2    0 555   Male   urban       No    1    MaleurbanNo
## 2858 477   3    3      2    1 555   Male   urban       No    1    MaleurbanNo
## 2859 477   4    4      2    2 555   Male   urban       No    1    MaleurbanNo
## 2860 477   5    5      2    3 555   Male   urban       No    1    MaleurbanNo
## 2861 477   6    6      2    4 555   Male   urban       No    1    MaleurbanNo
## 2862 477   7    7      2    5 555   Male   urban       No    1    MaleurbanNo
## 2863 478   2    2      2    0 556   Male   urban      Yes    1   MaleurbanYes
## 2864 478   3    3      2    1 556   Male   urban      Yes    1   MaleurbanYes
## 2865 478   4    4      2    2 556   Male   urban      Yes    1   MaleurbanYes
## 2866 478   5    5      2    3 556   Male   urban      Yes    1   MaleurbanYes
## 2867 478   6    6      2    4 556   Male   urban      Yes    1   MaleurbanYes
## 2868 478   7    7      2    5 556   Male   urban      Yes    1   MaleurbanYes
## 2869 479   2    2      2    0 557   Male   urban      Yes    1   MaleurbanYes
## 2870 479   3    3      2    1 557   Male   urban      Yes    1   MaleurbanYes
## 2871 479   4    4      2    2 557   Male   urban      Yes    1   MaleurbanYes
## 2872 479   5    5      2    3 557   Male   urban      Yes    1   MaleurbanYes
## 2873 479   6    6      2    4 557   Male   urban      Yes    1   MaleurbanYes
## 2874 479   7    7      2    5 557   Male   urban      Yes    1   MaleurbanYes
## 2875 480   2    2      2    0 558 Female   urban      Yes    1 FemaleurbanYes
## 2876 480   3    3      2    1 558 Female   urban      Yes    1 FemaleurbanYes
## 2877 480   4    4      2    2 558 Female   urban      Yes    1 FemaleurbanYes
## 2878 480   5    5      2    3 558 Female   urban      Yes    1 FemaleurbanYes
## 2879 480   6    6      2    4 558 Female   urban      Yes    1 FemaleurbanYes
## 2880 480   7    7      2    5 558 Female   urban      Yes    1 FemaleurbanYes
## 2881 481   2    2      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2882 481   3    3      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2883 481   4    4      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2884 481   5    5      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2885 481   6    6      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2886 481   7    7      2 <NA> 559 Female   urban     <NA>    1           <NA>
## 2887 482   2    2      2    0 560   Male   urban       No    1    MaleurbanNo
## 2888 482   3    3      2    1 560   Male   urban       No    1    MaleurbanNo
## 2889 482   4    4      2    2 560   Male   urban       No    1    MaleurbanNo
## 2890 482   5    5      2    3 560   Male   urban       No    1    MaleurbanNo
## 2891 482   6    6      2    4 560   Male   urban       No    1    MaleurbanNo
## 2892 482   7    7      2    5 560   Male   urban       No    1    MaleurbanNo
## 2893 483   2    2      2    0 561 Female   urban      Yes    1 FemaleurbanYes
## 2894 483   3    3      2    1 561 Female   urban      Yes    1 FemaleurbanYes
## 2895 483   4    4      2    2 561 Female   urban      Yes    1 FemaleurbanYes
## 2896 483   5    5      2    3 561 Female   urban      Yes    1 FemaleurbanYes
## 2897 483   6    6      2    4 561 Female   urban      Yes    1 FemaleurbanYes
## 2898 483   7    7      2    5 561 Female   urban      Yes    1 FemaleurbanYes
## 2899 484   2    2      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2900 484   3    3      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2901 484   4    4      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2902 484   5    5      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2903 484   6    6      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2904 484   7    7      2 <NA> 562 Female   urban     <NA>    1           <NA>
## 2905 485   2    2      2    0 563   Male   urban       No    1    MaleurbanNo
## 2906 485   3    3      2    1 563   Male   urban       No    1    MaleurbanNo
## 2907 485   4    4      2    2 563   Male   urban       No    1    MaleurbanNo
## 2908 485   5    5      2    3 563   Male   urban       No    1    MaleurbanNo
## 2909 485   6    6      2    4 563   Male   urban       No    1    MaleurbanNo
## 2910 485   7    7      2    5 563   Male   urban       No    1    MaleurbanNo
## 2911 486   2    2      2    0 564 Female   urban       No    1  FemaleurbanNo
## 2912 486   3    3      2    1 564 Female   urban       No    1  FemaleurbanNo
## 2913 486   4    4      2    2 564 Female   urban       No    1  FemaleurbanNo
## 2914 486   5    5      2    3 564 Female   urban       No    1  FemaleurbanNo
## 2915 486   6    6      2    4 564 Female   urban       No    1  FemaleurbanNo
## 2916 486   7    7      2    5 564 Female   urban       No    1  FemaleurbanNo
## 2917 487   2    2      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2918 487   3    3      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2919 487   4    4      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2920 487   5    5      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2921 487   6    6      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2922 487   7    7      2 <NA> 565 Female   urban     <NA>    1           <NA>
## 2923 488   2    2      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2924 488   3    3      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2925 488   4    4      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2926 488   5    5      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2927 488   6    6      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2928 488   7    7      2 <NA> 566 Female   urban     <NA>    1           <NA>
## 2929 489   2    2      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2930 489   3    3      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2931 489   4    4      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2932 489   5    5      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2933 489   6    6      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2934 489   7    7      1 <NA> 567 Female   urban     <NA>    1           <NA>
## 2935 490   2    2      1    1 568 Female   urban      Yes    1 FemaleurbanYes
## 2936 490   3    3      1    2 568 Female   urban      Yes    1 FemaleurbanYes
## 2937 490   4    4      1    3 568 Female   urban      Yes    1 FemaleurbanYes
## 2938 490   5    5      1    4 568 Female   urban      Yes    1 FemaleurbanYes
## 2939 490   6    6      1    5 568 Female   urban      Yes    1 FemaleurbanYes
## 2940 490   7    7      1    6 568 Female   urban      Yes    1 FemaleurbanYes
## 2941 491   2    2      1    1 569 Female   urban       No    1  FemaleurbanNo
## 2942 491   3    3      1    2 569 Female   urban       No    1  FemaleurbanNo
## 2943 491   4    4      1    3 569 Female   urban       No    1  FemaleurbanNo
## 2944 491   5    5      1    4 569 Female   urban       No    1  FemaleurbanNo
## 2945 491   6    6      1    5 569 Female   urban       No    1  FemaleurbanNo
## 2946 491   7    7      1    6 569 Female   urban       No    1  FemaleurbanNo
## 2947 492   2    2      1    1 570 Female   urban      Yes    1 FemaleurbanYes
## 2948 492   3    3      1    2 570 Female   urban      Yes    1 FemaleurbanYes
## 2949 492   4    4      1    3 570 Female   urban      Yes    1 FemaleurbanYes
## 2950 492   5    5      1    4 570 Female   urban      Yes    1 FemaleurbanYes
## 2951 492   6    6      1    5 570 Female   urban      Yes    1 FemaleurbanYes
## 2952 492   7    7      1    6 570 Female   urban      Yes    1 FemaleurbanYes
## 2953 493   2    2      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2954 493   3    3      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2955 493   4    4      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2956 493   5    5      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2957 493   6    6      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2958 493   7    7      1 <NA> 571   Male   urban     <NA>    1           <NA>
## 2959 494   2    2      1    1 572   Male   urban       No    1    MaleurbanNo
## 2960 494   3    3      1    2 572   Male   urban       No    1    MaleurbanNo
## 2961 494   4    4      1    3 572   Male   urban       No    1    MaleurbanNo
## 2962 494   5    5      1    4 572   Male   urban       No    1    MaleurbanNo
## 2963 494   6    6      1    5 572   Male   urban       No    1    MaleurbanNo
## 2964 494   7    7      1    6 572   Male   urban       No    1    MaleurbanNo
## 2965 495   2    2      1    1 573   Male   urban      Yes    1   MaleurbanYes
## 2966 495   3    3      1    2 573   Male   urban      Yes    1   MaleurbanYes
## 2967 495   4    4      1    3 573   Male   urban      Yes    1   MaleurbanYes
## 2968 495   5    5      1    4 573   Male   urban      Yes    1   MaleurbanYes
## 2969 495   6    6      1    5 573   Male   urban      Yes    1   MaleurbanYes
## 2970 495   7    7      1    6 573   Male   urban      Yes    1   MaleurbanYes
## 2971 496   2    2      1    1 574   Male   urban       No    1    MaleurbanNo
## 2972 496   3    3      1    2 574   Male   urban       No    1    MaleurbanNo
## 2973 496   4    4      1    3 574   Male   urban       No    1    MaleurbanNo
## 2974 496   5    5      1    4 574   Male   urban       No    1    MaleurbanNo
## 2975 496   6    6      1    5 574   Male   urban       No    1    MaleurbanNo
## 2976 496   7    7      1    6 574   Male   urban       No    1    MaleurbanNo
## 2977 497   2    2      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2978 497   3    3      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2979 497   4    4      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2980 497   5    5      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2981 497   6    6      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2982 497   7    7      1 <NA> 575   Male   urban     <NA>    1           <NA>
## 2983 498   2    2      1    1 576 Female   urban       No    1  FemaleurbanNo
## 2984 498   3    3      1    2 576 Female   urban       No    1  FemaleurbanNo
## 2985 498   4    4      1    3 576 Female   urban       No    1  FemaleurbanNo
## 2986 498   5    5      1    4 576 Female   urban       No    1  FemaleurbanNo
## 2987 498   6    6      1    5 576 Female   urban       No    1  FemaleurbanNo
## 2988 498   7    7      1    6 576 Female   urban       No    1  FemaleurbanNo
## 2989 499   2    2      1    1 577   Male   urban      Yes    1   MaleurbanYes
## 2990 499   3    3      1    2 577   Male   urban      Yes    1   MaleurbanYes
## 2991 499   4    4      1    3 577   Male   urban      Yes    1   MaleurbanYes
## 2992 499   5    5      1    4 577   Male   urban      Yes    1   MaleurbanYes
## 2993 499   6    6      1    5 577   Male   urban      Yes    1   MaleurbanYes
## 2994 499   7    7      1    6 577   Male   urban      Yes    1   MaleurbanYes
## 2995 500   2    2      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 2996 500   3    3      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 2997 500   4    4      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 2998 500   5    5      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 2999 500   6    6      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 3000 500   7    7      1 <NA> 578 Female   urban     <NA>    1           <NA>
## 3001 501   2    2      1    1 579 Female   urban      Yes    1 FemaleurbanYes
## 3002 501   3    3      1    2 579 Female   urban      Yes    1 FemaleurbanYes
## 3003 501   4    4      1    3 579 Female   urban      Yes    1 FemaleurbanYes
## 3004 501   5    5      1    4 579 Female   urban      Yes    1 FemaleurbanYes
## 3005 501   6    6      1    5 579 Female   urban      Yes    1 FemaleurbanYes
## 3006 501   7    7      1    6 579 Female   urban      Yes    1 FemaleurbanYes
## 3007 502   2    2      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3008 502   3    3      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3009 502   4    4      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3010 502   5    5      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3011 502   6    6      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3012 502   7    7      1 <NA> 580   Male   urban     <NA>    1           <NA>
## 3013 503   2    2      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3014 503   3    3      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3015 503   4    4      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3016 503   5    5      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3017 503   6    6      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3018 503   7    7      1 <NA> 581   Male   urban     <NA>    1           <NA>
## 3019 504   2    2      1    1 582   Male   urban       No    1    MaleurbanNo
## 3020 504   3    3      1    2 582   Male   urban       No    1    MaleurbanNo
## 3021 504   4    4      1    3 582   Male   urban       No    1    MaleurbanNo
## 3022 504   5    5      1    4 582   Male   urban       No    1    MaleurbanNo
## 3023 504   6    6      1    5 582   Male   urban       No    1    MaleurbanNo
## 3024 504   7    7      1    6 582   Male   urban       No    1    MaleurbanNo
## 3025 505   2    2      1    1 583   Male   urban      Yes    1   MaleurbanYes
## 3026 505   3    3      1    2 583   Male   urban      Yes    1   MaleurbanYes
## 3027 505   4    4      1    3 583   Male   urban      Yes    1   MaleurbanYes
## 3028 505   5    5      1    4 583   Male   urban      Yes    1   MaleurbanYes
## 3029 505   6    6      1    5 583   Male   urban      Yes    1   MaleurbanYes
## 3030 505   7    7      1    6 583   Male   urban      Yes    1   MaleurbanYes
## 3031 506   2    2      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3032 506   3    3      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3033 506   4    4      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3034 506   5    5      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3035 506   6    6      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3036 506   7    7      1 <NA> 584 Female   urban     <NA>    1           <NA>
## 3037 507   2    2      1    1 585 Female   urban       No    1  FemaleurbanNo
## 3038 507   3    3      1    2 585 Female   urban       No    1  FemaleurbanNo
## 3039 507   4    4      1    3 585 Female   urban       No    1  FemaleurbanNo
## 3040 507   5    5      1    4 585 Female   urban       No    1  FemaleurbanNo
## 3041 507   6    6      1    5 585 Female   urban       No    1  FemaleurbanNo
## 3042 507   7    7      1    6 585 Female   urban       No    1  FemaleurbanNo
## 3043 508   2    2      1    1 586   Male   urban      Yes    1   MaleurbanYes
## 3044 508   3    3      1    2 586   Male   urban      Yes    1   MaleurbanYes
## 3045 508   4    4      1    3 586   Male   urban      Yes    1   MaleurbanYes
## 3046 508   5    5      1    4 586   Male   urban      Yes    1   MaleurbanYes
## 3047 508   6    6      1    5 586   Male   urban      Yes    1   MaleurbanYes
## 3048 508   7    7      1    6 586   Male   urban      Yes    1   MaleurbanYes
## 3049 509   2    2      1    1 587 Female   urban      Yes    1 FemaleurbanYes
## 3050 509   3    3      1    2 587 Female   urban      Yes    1 FemaleurbanYes
## 3051 509   4    4      1    3 587 Female   urban      Yes    1 FemaleurbanYes
## 3052 509   5    5      1    4 587 Female   urban      Yes    1 FemaleurbanYes
## 3053 509   6    6      1    5 587 Female   urban      Yes    1 FemaleurbanYes
## 3054 509   7    7      1    6 587 Female   urban      Yes    1 FemaleurbanYes
## 3055 510   2    2      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3056 510   3    3      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3057 510   4    4      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3058 510   5    5      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3059 510   6    6      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3060 510   7    7      1 <NA> 588   Male   urban     <NA>    1           <NA>
## 3061 511   2    2      1    1 589 Female   urban      Yes    1 FemaleurbanYes
## 3062 511   3    3      1    2 589 Female   urban      Yes    1 FemaleurbanYes
## 3063 511   4    4      1    3 589 Female   urban      Yes    1 FemaleurbanYes
## 3064 511   5    5      1    4 589 Female   urban      Yes    1 FemaleurbanYes
## 3065 511   6    6      1    5 589 Female   urban      Yes    1 FemaleurbanYes
## 3066 511   7    7      1    6 589 Female   urban      Yes    1 FemaleurbanYes
## 3067 512   2    2      1    1 590 Female   urban      Yes    1 FemaleurbanYes
## 3068 512   3    3      1    2 590 Female   urban      Yes    1 FemaleurbanYes
## 3069 512   4    4      1    3 590 Female   urban      Yes    1 FemaleurbanYes
## 3070 512   5    5      1    4 590 Female   urban      Yes    1 FemaleurbanYes
## 3071 512   6    6      1    5 590 Female   urban      Yes    1 FemaleurbanYes
## 3072 512   7    7      1    6 590 Female   urban      Yes    1 FemaleurbanYes
## 3073 513   2    2      1    1 591 Female   urban      Yes    1 FemaleurbanYes
## 3074 513   3    3      1    2 591 Female   urban      Yes    1 FemaleurbanYes
## 3075 513   4    4      1    3 591 Female   urban      Yes    1 FemaleurbanYes
## 3076 513   5    5      1    4 591 Female   urban      Yes    1 FemaleurbanYes
## 3077 513   6    6      1    5 591 Female   urban      Yes    1 FemaleurbanYes
## 3078 513   7    7      1    6 591 Female   urban      Yes    1 FemaleurbanYes
## 3079 514   2    2      1    1 592 Female   urban      Yes    1 FemaleurbanYes
## 3080 514   3    3      1    2 592 Female   urban      Yes    1 FemaleurbanYes
## 3081 514   4    4      1    3 592 Female   urban      Yes    1 FemaleurbanYes
## 3082 514   5    5      1    4 592 Female   urban      Yes    1 FemaleurbanYes
## 3083 514   6    6      1    5 592 Female   urban      Yes    1 FemaleurbanYes
## 3084 514   7    7      1    6 592 Female   urban      Yes    1 FemaleurbanYes
## 3085 515   2    2      1    1 593 Female   urban      Yes    1 FemaleurbanYes
## 3086 515   3    3      1    2 593 Female   urban      Yes    1 FemaleurbanYes
## 3087 515   4    4      1    3 593 Female   urban      Yes    1 FemaleurbanYes
## 3088 515   5    5      1    4 593 Female   urban      Yes    1 FemaleurbanYes
## 3089 515   6    6      1    5 593 Female   urban      Yes    1 FemaleurbanYes
## 3090 515   7    7      1    6 593 Female   urban      Yes    1 FemaleurbanYes
## 3091 516   2    2      1    1 594 Female   urban      Yes    1 FemaleurbanYes
## 3092 516   3    3      1    2 594 Female   urban      Yes    1 FemaleurbanYes
## 3093 516   4    4      1    3 594 Female   urban      Yes    1 FemaleurbanYes
## 3094 516   5    5      1    4 594 Female   urban      Yes    1 FemaleurbanYes
## 3095 516   6    6      1    5 594 Female   urban      Yes    1 FemaleurbanYes
## 3096 516   7    7      1    6 594 Female   urban      Yes    1 FemaleurbanYes
## 3097 517   2    2      1    1 595 Female   urban      Yes    1 FemaleurbanYes
## 3098 517   3    3      1    2 595 Female   urban      Yes    1 FemaleurbanYes
## 3099 517   4    4      1    3 595 Female   urban      Yes    1 FemaleurbanYes
## 3100 517   5    5      1    4 595 Female   urban      Yes    1 FemaleurbanYes
## 3101 517   6    6      1    5 595 Female   urban      Yes    1 FemaleurbanYes
## 3102 517   7    7      1    6 595 Female   urban      Yes    1 FemaleurbanYes
## 3103 518   2    2      1    1 596 Female   urban      Yes    1 FemaleurbanYes
## 3104 518   3    3      1    2 596 Female   urban      Yes    1 FemaleurbanYes
## 3105 518   4    4      1    3 596 Female   urban      Yes    1 FemaleurbanYes
## 3106 518   5    5      1    4 596 Female   urban      Yes    1 FemaleurbanYes
## 3107 518   6    6      1    5 596 Female   urban      Yes    1 FemaleurbanYes
## 3108 518   7    7      1    6 596 Female   urban      Yes    1 FemaleurbanYes
## 3109 519   2    2      1    1 597 Female   urban      Yes    1 FemaleurbanYes
## 3110 519   3    3      1    2 597 Female   urban      Yes    1 FemaleurbanYes
## 3111 519   4    4      1    3 597 Female   urban      Yes    1 FemaleurbanYes
## 3112 519   5    5      1    4 597 Female   urban      Yes    1 FemaleurbanYes
## 3113 519   6    6      1    5 597 Female   urban      Yes    1 FemaleurbanYes
## 3114 519   7    7      1    6 597 Female   urban      Yes    1 FemaleurbanYes
## 3115 520   2    2      1    1 598 Female   urban      Yes    1 FemaleurbanYes
## 3116 520   3    3      1    2 598 Female   urban      Yes    1 FemaleurbanYes
## 3117 520   4    4      1    3 598 Female   urban      Yes    1 FemaleurbanYes
## 3118 520   5    5      1    4 598 Female   urban      Yes    1 FemaleurbanYes
## 3119 520   6    6      1    5 598 Female   urban      Yes    1 FemaleurbanYes
## 3120 520   7    7      1    6 598 Female   urban      Yes    1 FemaleurbanYes
## 3121 521   2    2      1    1 599 Female   urban      Yes    1 FemaleurbanYes
## 3122 521   3    3      1    2 599 Female   urban      Yes    1 FemaleurbanYes
## 3123 521   4    4      1    3 599 Female   urban      Yes    1 FemaleurbanYes
## 3124 521   5    5      1    4 599 Female   urban      Yes    1 FemaleurbanYes
## 3125 521   6    6      1    5 599 Female   urban      Yes    1 FemaleurbanYes
## 3126 521   7    7      1    6 599 Female   urban      Yes    1 FemaleurbanYes
## 3127 522   2    2      1    1 600 Female   urban      Yes    1 FemaleurbanYes
## 3128 522   3    3      1    2 600 Female   urban      Yes    1 FemaleurbanYes
## 3129 522   4    4      1    3 600 Female   urban      Yes    1 FemaleurbanYes
## 3130 522   5    5      1    4 600 Female   urban      Yes    1 FemaleurbanYes
## 3131 522   6    6      1    5 600 Female   urban      Yes    1 FemaleurbanYes
## 3132 522   7    7      1    6 600 Female   urban      Yes    1 FemaleurbanYes
## 3133 523   2    2      1    1 601 Female   urban      Yes    1 FemaleurbanYes
## 3134 523   3    3      1    2 601 Female   urban      Yes    1 FemaleurbanYes
## 3135 523   4    4      1    3 601 Female   urban      Yes    1 FemaleurbanYes
## 3136 523   5    5      1    4 601 Female   urban      Yes    1 FemaleurbanYes
## 3137 523   6    6      1    5 601 Female   urban      Yes    1 FemaleurbanYes
## 3138 523   7    7      1    6 601 Female   urban      Yes    1 FemaleurbanYes
## 3139 524   2    2      1    1 602 Female   urban      Yes    1 FemaleurbanYes
## 3140 524   3    3      1    2 602 Female   urban      Yes    1 FemaleurbanYes
## 3141 524   4    4      1    3 602 Female   urban      Yes    1 FemaleurbanYes
## 3142 524   5    5      1    4 602 Female   urban      Yes    1 FemaleurbanYes
## 3143 524   6    6      1    5 602 Female   urban      Yes    1 FemaleurbanYes
## 3144 524   7    7      1    6 602 Female   urban      Yes    1 FemaleurbanYes
## 3145 525   2    2      1    1 603 Female   urban      Yes    1 FemaleurbanYes
## 3146 525   3    3      1    2 603 Female   urban      Yes    1 FemaleurbanYes
## 3147 525   4    4      1    3 603 Female   urban      Yes    1 FemaleurbanYes
## 3148 525   5    5      1    4 603 Female   urban      Yes    1 FemaleurbanYes
## 3149 525   6    6      1    5 603 Female   urban      Yes    1 FemaleurbanYes
## 3150 525   7    7      1    6 603 Female   urban      Yes    1 FemaleurbanYes
## 3151 526   2    2      1    1 604 Female   urban      Yes    1 FemaleurbanYes
## 3152 526   3    3      1    2 604 Female   urban      Yes    1 FemaleurbanYes
## 3153 526   4    4      1    3 604 Female   urban      Yes    1 FemaleurbanYes
## 3154 526   5    5      1    4 604 Female   urban      Yes    1 FemaleurbanYes
## 3155 526   6    6      1    5 604 Female   urban      Yes    1 FemaleurbanYes
## 3156 526   7    7      1    6 604 Female   urban      Yes    1 FemaleurbanYes
## 3157 527   2    2      1    1 605 Female   urban      Yes    1 FemaleurbanYes
## 3158 527   3    3      1    2 605 Female   urban      Yes    1 FemaleurbanYes
## 3159 527   4    4      1    3 605 Female   urban      Yes    1 FemaleurbanYes
## 3160 527   5    5      1    4 605 Female   urban      Yes    1 FemaleurbanYes
## 3161 527   6    6      1    5 605 Female   urban      Yes    1 FemaleurbanYes
## 3162 527   7    7      1    6 605 Female   urban      Yes    1 FemaleurbanYes
##      Time Cohort Age fix order
## 1       0      5   0   0     1
## 2       1      5   0   0     2
## 3       2      5   0   0     3
## 4       3      5   0   0     4
## 5       4      5   0   1     5
## 6       5      5   1  NA     6
## 7       0      5   0   0     7
## 8       1      5   0   0     8
## 9       2      5   0   0     9
## 10      3      5   0   0    10
## 11      4      5   0   1    11
## 12      5      5   1  NA    12
## 13      0      5   0   0    13
## 14      1      5   0   0    14
## 15      2      5   0   0    15
## 16      3      5   0   0    16
## 17      4      5   0   1    17
## 18      5      5   1  NA    18
## 19      0      5   0   0    19
## 20      1      5   0   0    20
## 21      2      5   0   0    21
## 22      3      5   0   0    22
## 23      4      5   0   1    23
## 24      5      5   1  NA    24
## 25      0      5   0   0    25
## 26      1      5   0   0    26
## 27      2      5   0   0    27
## 28      3      5   0   0    28
## 29      4      5   0   1    29
## 30      5      5   1  NA    30
## 31      0      5   0   0    31
## 32      1      5   0   0    32
## 33      2      5   0   0    33
## 34      3      5   0   0    34
## 35      4      5   0   1    35
## 36      5      5   1  NA    36
## 37      0      5   0   0    37
## 38      1      5   0   0    38
## 39      2      5   0   0    39
## 40      3      5   0   0    40
## 41      4      5   0   1    41
## 42      5      5   1  NA    42
## 43      0      5   0   0    43
## 44      1      5   0   0    44
## 45      2      5   0   0    45
## 46      3      5   0   0    46
## 47      4      5   0   1    47
## 48      5      5   1  NA    48
## 49      0      5   0   0    49
## 50      1      5   0   0    50
## 51      2      5   0   0    51
## 52      3      5   0   0    52
## 53      4      5   0   1    53
## 54      5      5   1  NA    54
## 55      0      5  NA   0    55
## 56      1      5  NA   0    56
## 57      2      5  NA   0    57
## 58      3      5  NA   0    58
## 59      4      5  NA   1    59
## 60      5      5  NA  NA    60
## 61      0      5  NA   0    61
## 62      1      5  NA   0    62
## 63      2      5  NA   0    63
## 64      3      5  NA   0    64
## 65      4      5  NA   1    65
## 66      5      5  NA  NA    66
## 67      0      5  NA   0    67
## 68      1      5  NA   0    68
## 69      2      5  NA   0    69
## 70      3      5  NA   0    70
## 71      4      5  NA   1    71
## 72      5      5  NA  NA    72
## 73      0      5   0   0    73
## 74      1      5   0   0    74
## 75      2      5   0   0    75
## 76      3      5   0   0    76
## 77      4      5   0   1    77
## 78      5      5   1  NA    78
## 79      0      5   0   0    79
## 80      1      5   0   0    80
## 81      2      5   0   0    81
## 82      3      5   0   0    82
## 83      4      5   0   1    83
## 84      5      5   1  NA    84
## 85      0      5   0   0    85
## 86      1      5   0   0    86
## 87      2      5   0   0    87
## 88      3      5   0   0    88
## 89      4      5   0   1    89
## 90      5      5   1  NA    90
## 91      0      5   0   0    91
## 92      1      5   0   0    92
## 93      2      5   0   0    93
## 94      3      5   0   0    94
## 95      4      5   0   1    95
## 96      5      5   1  NA    96
## 97      0      5   0   0    97
## 98      1      5   0   0    98
## 99      2      5   0   0    99
## 100     3      5   0   0   100
## 101     4      5   0   1   101
## 102     5      5   1  NA   102
## 103     0      5   0   0   103
## 104     1      5   0   0   104
## 105     2      5   0   0   105
## 106     3      5   0   0   106
## 107     4      5   0   1   107
## 108     5      5   1  NA   108
## 109     0      5   0   0   109
## 110     1      5   0   0   110
## 111     2      5   0   0   111
## 112     3      5   0   0   112
## 113     4      5   0   1   113
## 114     5      5   1  NA   114
## 115     0      5   0   0   115
## 116     1      5   0   0   116
## 117     2      5   0   0   117
## 118     3      5   0   0   118
## 119     4      5   0   1   119
## 120     5      5   1  NA   120
## 121     0      5   0   0   121
## 122     1      5   0   0   122
## 123     2      5   0   0   123
## 124     3      5   0   0   124
## 125     4      5   0   1   125
## 126     5      5   1  NA   126
## 127     0      5  NA   0   127
## 128     1      5  NA   0   128
## 129     2      5  NA   0   129
## 130     3      5  NA   0   130
## 131     4      5  NA   1   131
## 132     5      5  NA  NA   132
## 133     0      5   0   0   133
## 134     1      5   0   0   134
## 135     2      5   0   0   135
## 136     3      5   0   0   136
## 137     4      5   0   1   137
## 138     5      5   1  NA   138
## 139     0      5   0   0   139
## 140     1      5   0   0   140
## 141     2      5   0   0   141
## 142     3      5   0   0   142
## 143     4      5   0   1   143
## 144     5      5   1  NA   144
## 145     0      5   0   0   145
## 146     1      5   0   0   146
## 147     2      5   0   0   147
## 148     3      5   0   0   148
## 149     4      5   0   1   149
## 150     5      5   1  NA   150
## 151     0      5  NA   0   151
## 152     1      5  NA   0   152
## 153     2      5  NA   0   153
## 154     3      5  NA   0   154
## 155     4      5  NA   1   155
## 156     5      5  NA  NA   156
## 157     0      5   0   0   157
## 158     1      5   0   0   158
## 159     2      5   0   0   159
## 160     3      5   0   0   160
## 161     4      5   0   1   161
## 162     5      5   1  NA   162
## 163     0      5   0   0   163
## 164     1      5   0   0   164
## 165     2      5   0   0   165
## 166     3      5   0   0   166
## 167     4      5   0   1   167
## 168     5      5   1  NA   168
## 169     0      5  NA   0   169
## 170     1      5  NA   0   170
## 171     2      5  NA   0   171
## 172     3      5  NA   0   172
## 173     4      5  NA   1   173
## 174     5      5  NA  NA   174
## 175     0      5   0   0   175
## 176     1      5   0   0   176
## 177     2      5   0   0   177
## 178     3      5   0   0   178
## 179     4      5   0   1   179
## 180     5      5   1  NA   180
## 181     0      5   0   0   181
## 182     1      5   0   0   182
## 183     2      5   0   0   183
## 184     3      5   0   0   184
## 185     4      5   0   1   185
## 186     5      5   1  NA   186
## 187     0      5  NA   0   187
## 188     1      5  NA   0   188
## 189     2      5  NA   0   189
## 190     3      5  NA   0   190
## 191     4      5  NA   1   191
## 192     5      5  NA  NA   192
## 193     0      5   0   0   193
## 194     1      5   0   0   194
## 195     2      5   0   0   195
## 196     3      5   0   0   196
## 197     4      5   0   1   197
## 198     5      5   1  NA   198
## 199     0      5   0   0   199
## 200     1      5   0   0   200
## 201     2      5   0   0   201
## 202     3      5   0   0   202
## 203     4      5   0   1   203
## 204     5      5   1  NA   204
## 205     0      5   0   0   205
## 206     1      5   0   0   206
## 207     2      5   0   0   207
## 208     3      5   0   0   208
## 209     4      5   0   1   209
## 210     5      5   1  NA   210
## 211     0      5  NA   0   211
## 212     1      5  NA   0   212
## 213     2      5  NA   0   213
## 214     3      5  NA   0   214
## 215     4      5  NA   1   215
## 216     5      5  NA  NA   216
## 217     0      5   0   0   217
## 218     1      5   0   0   218
## 219     2      5   0   0   219
## 220     3      5   0   0   220
## 221     4      5   0   1   221
## 222     5      5   1  NA   222
## 223     0      5  NA   0   223
## 224     1      5  NA   0   224
## 225     2      5  NA   0   225
## 226     3      5  NA   0   226
## 227     4      5  NA   1   227
## 228     5      5  NA  NA   228
## 229     0      5   0   0   229
## 230     1      5   0   0   230
## 231     2      5   0   0   231
## 232     3      5   0   0   232
## 233     4      5   0   1   233
## 234     5      5   1  NA   234
## 235     0      5   0   0   235
## 236     1      5   0   0   236
## 237     2      5   0   0   237
## 238     3      5   0   0   238
## 239     4      5   0   1   239
## 240     5      5   1  NA   240
## 241     0      5  NA   0   241
## 242     1      5  NA   0   242
## 243     2      5  NA   0   243
## 244     3      5  NA   0   244
## 245     4      5  NA   1   245
## 246     5      5  NA  NA   246
## 247     0      5   0   0   247
## 248     1      5   0   0   248
## 249     2      5   0   0   249
## 250     3      5   0   0   250
## 251     4      5   0   1   251
## 252     5      5   1  NA   252
## 253     0      5   0   0   253
## 254     1      5   0   0   254
## 255     2      5   0   0   255
## 256     3      5   0   0   256
## 257     4      5   0   1   257
## 258     5      5   1  NA   258
## 259     0      5   0   0   259
## 260     1      5   0   0   260
## 261     2      5   0   0   261
## 262     3      5   0   0   262
## 263     4      5   0   1   263
## 264     5      5   1  NA   264
## 265     0      5  NA   0   265
## 266     1      5  NA   0   266
## 267     2      5  NA   0   267
## 268     3      5  NA   0   268
## 269     4      5  NA   1   269
## 270     5      5  NA  NA   270
## 271     0      5   0   0   271
## 272     1      5   0   0   272
## 273     2      5   0   0   273
## 274     3      5   0   0   274
## 275     4      5   0   1   275
## 276     5      5   1  NA   276
## 277     0      4  NA   0   277
## 278     1      4  NA   0   278
## 279     2      4  NA   0   279
## 280     3      4  NA   1   280
## 281     4      4  NA  NA   281
## 282     5      4  NA  NA   282
## 283     0      4   0   0   283
## 284     1      4   0   0   284
## 285     2      4   0   0   285
## 286     3      4   0   1   286
## 287     4      4   1  NA   287
## 288     5      4   2  NA   288
## 289     0      4   0   0   289
## 290     1      4   0   0   290
## 291     2      4   0   0   291
## 292     3      4   0   1   292
## 293     4      4   1  NA   293
## 294     5      4   2  NA   294
## 295     0      4  NA   0   295
## 296     1      4  NA   0   296
## 297     2      4  NA   0   297
## 298     3      4  NA   1   298
## 299     4      4  NA  NA   299
## 300     5      4  NA  NA   300
## 301     0      4   0   0   301
## 302     1      4   0   0   302
## 303     2      4   0   0   303
## 304     3      4   0   1   304
## 305     4      4   1  NA   305
## 306     5      4   2  NA   306
## 307     0      4  NA   0   307
## 308     1      4  NA   0   308
## 309     2      4  NA   0   309
## 310     3      4  NA   1   310
## 311     4      4  NA  NA   311
## 312     5      4  NA  NA   312
## 313     0      4  NA   0   313
## 314     1      4  NA   0   314
## 315     2      4  NA   0   315
## 316     3      4  NA   1   316
## 317     4      4  NA  NA   317
## 318     5      4  NA  NA   318
## 319     0      4   0   0   319
## 320     1      4   0   0   320
## 321     2      4   0   0   321
## 322     3      4   0   1   322
## 323     4      4   1  NA   323
## 324     5      4   2  NA   324
## 325     0      4   0   0   325
## 326     1      4   0   0   326
## 327     2      4   0   0   327
## 328     3      4   0   1   328
## 329     4      4   1  NA   329
## 330     5      4   2  NA   330
## 331     0      4   0   0   331
## 332     1      4   0   0   332
## 333     2      4   0   0   333
## 334     3      4   0   1   334
## 335     4      4   1  NA   335
## 336     5      4   2  NA   336
## 337     0      4   0   0   337
## 338     1      4   0   0   338
## 339     2      4   0   0   339
## 340     3      4   0   1   340
## 341     4      4   1  NA   341
## 342     5      4   2  NA   342
## 343     0      4   0   0   343
## 344     1      4   0   0   344
## 345     2      4   0   0   345
## 346     3      4   0   1   346
## 347     4      4   1  NA   347
## 348     5      4   2  NA   348
## 349     0      4  NA   0   349
## 350     1      4  NA   0   350
## 351     2      4  NA   0   351
## 352     3      4  NA   1   352
## 353     4      4  NA  NA   353
## 354     5      4  NA  NA   354
## 355     0      4  NA   0   355
## 356     1      4  NA   0   356
## 357     2      4  NA   0   357
## 358     3      4  NA   1   358
## 359     4      4  NA  NA   359
## 360     5      4  NA  NA   360
## 361     0      4   0   0   361
## 362     1      4   0   0   362
## 363     2      4   0   0   363
## 364     3      4   0   1   364
## 365     4      4   1  NA   365
## 366     5      4   2  NA   366
## 367     0      4  NA   0   367
## 368     1      4  NA   0   368
## 369     2      4  NA   0   369
## 370     3      4  NA   1   370
## 371     4      4  NA  NA   371
## 372     5      4  NA  NA   372
## 373     0      4  NA   0   373
## 374     1      4  NA   0   374
## 375     2      4  NA   0   375
## 376     3      4  NA   1   376
## 377     4      4  NA  NA   377
## 378     5      4  NA  NA   378
## 379     0      4   0   0   379
## 380     1      4   0   0   380
## 381     2      4   0   0   381
## 382     3      4   0   1   382
## 383     4      4   1  NA   383
## 384     5      4   2  NA   384
## 385     0      4   0   0   385
## 386     1      4   0   0   386
## 387     2      4   0   0   387
## 388     3      4   0   1   388
## 389     4      4   1  NA   389
## 390     5      4   2  NA   390
## 391     0      4   0   0   391
## 392     1      4   0   0   392
## 393     2      4   0   0   393
## 394     3      4   0   1   394
## 395     4      4   1  NA   395
## 396     5      4   2  NA   396
## 397     0      4  NA   0   397
## 398     1      4  NA   0   398
## 399     2      4  NA   0   399
## 400     3      4  NA   1   400
## 401     4      4  NA  NA   401
## 402     5      4  NA  NA   402
## 403     0      4   0   0   403
## 404     1      4   0   0   404
## 405     2      4   0   0   405
## 406     3      4   0   1   406
## 407     4      4   1  NA   407
## 408     5      4   2  NA   408
## 409     0      4   0   0   409
## 410     1      4   0   0   410
## 411     2      4   0   0   411
## 412     3      4   0   1   412
## 413     4      4   1  NA   413
## 414     5      4   2  NA   414
## 415     0      4   0   0   415
## 416     1      4   0   0   416
## 417     2      4   0   0   417
## 418     3      4   0   1   418
## 419     4      4   1  NA   419
## 420     5      4   2  NA   420
## 421     0      4   0   0   421
## 422     1      4   0   0   422
## 423     2      4   0   0   423
## 424     3      4   0   1   424
## 425     4      4   1  NA   425
## 426     5      4   2  NA   426
## 427     0      4   0   0   427
## 428     1      4   0   0   428
## 429     2      4   0   0   429
## 430     3      4   0   1   430
## 431     4      4   1  NA   431
## 432     5      4   2  NA   432
## 433     0      4  NA   0   433
## 434     1      4  NA   0   434
## 435     2      4  NA   0   435
## 436     3      4  NA   1   436
## 437     4      4  NA  NA   437
## 438     5      4  NA  NA   438
## 439     0      4   0   0   439
## 440     1      4   0   0   440
## 441     2      4   0   0   441
## 442     3      4   0   1   442
## 443     4      4   1  NA   443
## 444     5      4   2  NA   444
## 445     0      4  NA   0   445
## 446     1      4  NA   0   446
## 447     2      4  NA   0   447
## 448     3      4  NA   1   448
## 449     4      4  NA  NA   449
## 450     5      4  NA  NA   450
## 451     0      4  NA   0   451
## 452     1      4  NA   0   452
## 453     2      4  NA   0   453
## 454     3      4  NA   1   454
## 455     4      4  NA  NA   455
## 456     5      4  NA  NA   456
## 457     0      4   0   0   457
## 458     1      4   0   0   458
## 459     2      4   0   0   459
## 460     3      4   0   1   460
## 461     4      4   1  NA   461
## 462     5      4   2  NA   462
## 463     0      4  NA   0   463
## 464     1      4  NA   0   464
## 465     2      4  NA   0   465
## 466     3      4  NA   1   466
## 467     4      4  NA  NA   467
## 468     5      4  NA  NA   468
## 469     0      4   0   0   469
## 470     1      4   0   0   470
## 471     2      4   0   0   471
## 472     3      4   0   1   472
## 473     4      4   1  NA   473
## 474     5      4   2  NA   474
## 475     0      4   0   0   475
## 476     1      4   0   0   476
## 477     2      4   0   0   477
## 478     3      4   0   1   478
## 479     4      4   1  NA   479
## 480     5      4   2  NA   480
## 481     0      4   0   0   481
## 482     1      4   0   0   482
## 483     2      4   0   0   483
## 484     3      4   0   1   484
## 485     4      4   1  NA   485
## 486     5      4   2  NA   486
## 487     0      4   0   0   487
## 488     1      4   0   0   488
## 489     2      4   0   0   489
## 490     3      4   0   1   490
## 491     4      4   1  NA   491
## 492     5      4   2  NA   492
## 493     0      4   0   0   493
## 494     1      4   0   0   494
## 495     2      4   0   0   495
## 496     3      4   0   1   496
## 497     4      4   1  NA   497
## 498     5      4   2  NA   498
## 499     0      4  NA   0   499
## 500     1      4  NA   0   500
## 501     2      4  NA   0   501
## 502     3      4  NA   1   502
## 503     4      4  NA  NA   503
## 504     5      4  NA  NA   504
## 505     0      4   0   0   505
## 506     1      4   0   0   506
## 507     2      4   0   0   507
## 508     3      4   0   1   508
## 509     4      4   1  NA   509
## 510     5      4   2  NA   510
## 511     0      4   0   0   511
## 512     1      4   0   0   512
## 513     2      4   0   0   513
## 514     3      4   0   1   514
## 515     4      4   1  NA   515
## 516     5      4   2  NA   516
## 517     0      4   0   0   517
## 518     1      4   0   0   518
## 519     2      4   0   0   519
## 520     3      4   0   1   520
## 521     4      4   1  NA   521
## 522     5      4   2  NA   522
## 523     0      3  NA   0   523
## 524     1      3  NA   0   524
## 525     2      3  NA   1   525
## 526     3      3  NA  NA   526
## 527     4      3  NA  NA   527
## 528     5      3  NA  NA   528
## 529     0      3   0   0   529
## 530     1      3   0   0   530
## 531     2      3   0   1   531
## 532     3      3   1  NA   532
## 533     4      3   2  NA   533
## 534     5      3   3  NA   534
## 535     0      3   0   0   535
## 536     1      3   0   0   536
## 537     2      3   0   1   537
## 538     3      3   1  NA   538
## 539     4      3   2  NA   539
## 540     5      3   3  NA   540
## 541     0      3  NA   0   541
## 542     1      3  NA   0   542
## 543     2      3  NA   1   543
## 544     3      3  NA  NA   544
## 545     4      3  NA  NA   545
## 546     5      3  NA  NA   546
## 547     0      3   0   0   547
## 548     1      3   0   0   548
## 549     2      3   0   1   549
## 550     3      3   1  NA   550
## 551     4      3   2  NA   551
## 552     5      3   3  NA   552
## 553     0      3   0   0   553
## 554     1      3   0   0   554
## 555     2      3   0   1   555
## 556     3      3   1  NA   556
## 557     4      3   2  NA   557
## 558     5      3   3  NA   558
## 559     0      3  NA   0   559
## 560     1      3  NA   0   560
## 561     2      3  NA   1   561
## 562     3      3  NA  NA   562
## 563     4      3  NA  NA   563
## 564     5      3  NA  NA   564
## 565     0      3   0   0   565
## 566     1      3   0   0   566
## 567     2      3   0   1   567
## 568     3      3   1  NA   568
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## 570     5      3   3  NA   570
## 571     0      3   0   0   571
## 572     1      3   0   0   572
## 573     2      3   0   1   573
## 574     3      3   1  NA   574
## 575     4      3   2  NA   575
## 576     5      3   3  NA   576
## 577     0      3  NA   0   577
## 578     1      3  NA   0   578
## 579     2      3  NA   1   579
## 580     3      3  NA  NA   580
## 581     4      3  NA  NA   581
## 582     5      3  NA  NA   582
## 583     0      3   0   0   583
## 584     1      3   0   0   584
## 585     2      3   0   1   585
## 586     3      3   1  NA   586
## 587     4      3   2  NA   587
## 588     5      3   3  NA   588
## 589     0      3   0   0   589
## 590     1      3   0   0   590
## 591     2      3   0   1   591
## 592     3      3   1  NA   592
## 593     4      3   2  NA   593
## 594     5      3   3  NA   594
## 595     0      3   0   0   595
## 596     1      3   0   0   596
## 597     2      3   0   1   597
## 598     3      3   1  NA   598
## 599     4      3   2  NA   599
## 600     5      3   3  NA   600
## 601     0      3  NA   0   601
## 602     1      3  NA   0   602
## 603     2      3  NA   1   603
## 604     3      3  NA  NA   604
## 605     4      3  NA  NA   605
## 606     5      3  NA  NA   606
## 607     0      3  NA   0   607
## 608     1      3  NA   0   608
## 609     2      3  NA   1   609
## 610     3      3  NA  NA   610
## 611     4      3  NA  NA   611
## 612     5      3  NA  NA   612
## 613     0      3  NA   0   613
## 614     1      3  NA   0   614
## 615     2      3  NA   1   615
## 616     3      3  NA  NA   616
## 617     4      3  NA  NA   617
## 618     5      3  NA  NA   618
## 619     0      3   0   0   619
## 620     1      3   0   0   620
## 621     2      3   0   1   621
## 622     3      3   1  NA   622
## 623     4      3   2  NA   623
## 624     5      3   3  NA   624
## 625     0      3   0   0   625
## 626     1      3   0   0   626
## 627     2      3   0   1   627
## 628     3      3   1  NA   628
## 629     4      3   2  NA   629
## 630     5      3   3  NA   630
## 631     0      3  NA   0   631
## 632     1      3  NA   0   632
## 633     2      3  NA   1   633
## 634     3      3  NA  NA   634
## 635     4      3  NA  NA   635
## 636     5      3  NA  NA   636
## 637     0      3  NA   0   637
## 638     1      3  NA   0   638
## 639     2      3  NA   1   639
## 640     3      3  NA  NA   640
## 641     4      3  NA  NA   641
## 642     5      3  NA  NA   642
## 643     0      3   0   0   643
## 644     1      3   0   0   644
## 645     2      3   0   1   645
## 646     3      3   1  NA   646
## 647     4      3   2  NA   647
## 648     5      3   3  NA   648
## 649     0      3  NA   0   649
## 650     1      3  NA   0   650
## 651     2      3  NA   1   651
## 652     3      3  NA  NA   652
## 653     4      3  NA  NA   653
## 654     5      3  NA  NA   654
## 655     0      3  NA   0   655
## 656     1      3  NA   0   656
## 657     2      3  NA   1   657
## 658     3      3  NA  NA   658
## 659     4      3  NA  NA   659
## 660     5      3  NA  NA   660
## 661     0      3  NA   0   661
## 662     1      3  NA   0   662
## 663     2      3  NA   1   663
## 664     3      3  NA  NA   664
## 665     4      3  NA  NA   665
## 666     5      3  NA  NA   666
## 667     0      3   0   0   667
## 668     1      3   0   0   668
## 669     2      3   0   1   669
## 670     3      3   1  NA   670
## 671     4      3   2  NA   671
## 672     5      3   3  NA   672
## 673     0      3   0   0   673
## 674     1      3   0   0   674
## 675     2      3   0   1   675
## 676     3      3   1  NA   676
## 677     4      3   2  NA   677
## 678     5      3   3  NA   678
## 679     0      3   0   0   679
## 680     1      3   0   0   680
## 681     2      3   0   1   681
## 682     3      3   1  NA   682
## 683     4      3   2  NA   683
## 684     5      3   3  NA   684
## 685     0      3   0   0   685
## 686     1      3   0   0   686
## 687     2      3   0   1   687
## 688     3      3   1  NA   688
## 689     4      3   2  NA   689
## 690     5      3   3  NA   690
## 691     0      3   0   0   691
## 692     1      3   0   0   692
## 693     2      3   0   1   693
## 694     3      3   1  NA   694
## 695     4      3   2  NA   695
## 696     5      3   3  NA   696
## 697     0      3   0   0   697
## 698     1      3   0   0   698
## 699     2      3   0   1   699
## 700     3      3   1  NA   700
## 701     4      3   2  NA   701
## 702     5      3   3  NA   702
## 703     0      3   0   0   703
## 704     1      3   0   0   704
## 705     2      3   0   1   705
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## 708     5      3   3  NA   708
## 709     0      3  NA   0   709
## 710     1      3  NA   0   710
## 711     2      3  NA   1   711
## 712     3      3  NA  NA   712
## 713     4      3  NA  NA   713
## 714     5      3  NA  NA   714
## 715     0      3  NA   0   715
## 716     1      3  NA   0   716
## 717     2      3  NA   1   717
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## 719     4      3  NA  NA   719
## 720     5      3  NA  NA   720
## 721     0      3   0   0   721
## 722     1      3   0   0   722
## 723     2      3   0   1   723
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## 725     4      3   2  NA   725
## 726     5      3   3  NA   726
## 727     0      3  NA   0   727
## 728     1      3  NA   0   728
## 729     2      3  NA   1   729
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## 733     0      3   0   0   733
## 734     1      3   0   0   734
## 735     2      3   0   1   735
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## 739     0      3   0   0   739
## 740     1      3   0   0   740
## 741     2      3   0   1   741
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## 743     4      3   2  NA   743
## 744     5      3   3  NA   744
## 745     0      3  NA   0   745
## 746     1      3  NA   0   746
## 747     2      3  NA   1   747
## 748     3      3  NA  NA   748
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## 750     5      3  NA  NA   750
## 751     0      3   0   0   751
## 752     1      3   0   0   752
## 753     2      3   0   1   753
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## 757     0      3   0   0   757
## 758     1      3   0   0   758
## 759     2      3   0   1   759
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## 762     5      3   3  NA   762
## 763     0      3   0   0   763
## 764     1      3   0   0   764
## 765     2      3   0   1   765
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## 767     4      3   2  NA   767
## 768     5      3   3  NA   768
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## 770     1      3  NA   0   770
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## 774     5      3  NA  NA   774
## 775     0      3   0   0   775
## 776     1      3   0   0   776
## 777     2      3   0   1   777
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## 781     0      3   0   0   781
## 782     1      3   0   0   782
## 783     2      3   0   1   783
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## 787     0      3   0   0   787
## 788     1      3   0   0   788
## 789     2      3   0   1   789
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## 792     5      3   3  NA   792
## 793     0      2   0   0   793
## 794     1      2   0   1   794
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## 796     3      2   2  NA   796
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## 798     5      2   4  NA   798
## 799     0      2   0   0   799
## 800     1      2   0   1   800
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## 804     5      2   4  NA   804
## 805     0      2   0   0   805
## 806     1      2   0   1   806
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## 810     5      2   4  NA   810
## 811     0      2   0   0   811
## 812     1      2   0   1   812
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## 815     4      2   3  NA   815
## 816     5      2   4  NA   816
## 817     0      2  NA   0   817
## 818     1      2  NA   1   818
## 819     2      2  NA  NA   819
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## 822     5      2  NA  NA   822
## 823     0      2   0   0   823
## 824     1      2   0   1   824
## 825     2      2   1  NA   825
## 826     3      2   2  NA   826
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## 828     5      2   4  NA   828
## 829     0      2   0   0   829
## 830     1      2   0   1   830
## 831     2      2   1  NA   831
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## 834     5      2   4  NA   834
## 835     0      2   0   0   835
## 836     1      2   0   1   836
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## 840     5      2   4  NA   840
## 841     0      2   0   0   841
## 842     1      2   0   1   842
## 843     2      2   1  NA   843
## 844     3      2   2  NA   844
## 845     4      2   3  NA   845
## 846     5      2   4  NA   846
## 847     0      2   0   0   847
## 848     1      2   0   1   848
## 849     2      2   1  NA   849
## 850     3      2   2  NA   850
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## 853     0      2  NA   0   853
## 854     1      2  NA   1   854
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## 858     5      2  NA  NA   858
## 859     0      2   0   0   859
## 860     1      2   0   1   860
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## 864     5      2   4  NA   864
## 865     0      2   0   0   865
## 866     1      2   0   1   866
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## 870     5      2   4  NA   870
## 871     0      2  NA   0   871
## 872     1      2  NA   1   872
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## 875     4      2  NA  NA   875
## 876     5      2  NA  NA   876
## 877     0      2  NA   0   877
## 878     1      2  NA   1   878
## 879     2      2  NA  NA   879
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## 882     5      2  NA  NA   882
## 883     0      2   0   0   883
## 884     1      2   0   1   884
## 885     2      2   1  NA   885
## 886     3      2   2  NA   886
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## 888     5      2   4  NA   888
## 889     0      2   0   0   889
## 890     1      2   0   1   890
## 891     2      2   1  NA   891
## 892     3      2   2  NA   892
## 893     4      2   3  NA   893
## 894     5      2   4  NA   894
## 895     0      2   0   0   895
## 896     1      2   0   1   896
## 897     2      2   1  NA   897
## 898     3      2   2  NA   898
## 899     4      2   3  NA   899
## 900     5      2   4  NA   900
## 901     0      2  NA   0   901
## 902     1      2  NA   1   902
## 903     2      2  NA  NA   903
## 904     3      2  NA  NA   904
## 905     4      2  NA  NA   905
## 906     5      2  NA  NA   906
## 907     0      2  NA   0   907
## 908     1      2  NA   1   908
## 909     2      2  NA  NA   909
## 910     3      2  NA  NA   910
## 911     4      2  NA  NA   911
## 912     5      2  NA  NA   912
## 913     0      2  NA   0   913
## 914     1      2  NA   1   914
## 915     2      2  NA  NA   915
## 916     3      2  NA  NA   916
## 917     4      2  NA  NA   917
## 918     5      2  NA  NA   918
## 919     0      2   0   0   919
## 920     1      2   0   1   920
## 921     2      2   1  NA   921
## 922     3      2   2  NA   922
## 923     4      2   3  NA   923
## 924     5      2   4  NA   924
## 925     0      2   0   0   925
## 926     1      2   0   1   926
## 927     2      2   1  NA   927
## 928     3      2   2  NA   928
## 929     4      2   3  NA   929
## 930     5      2   4  NA   930
## 931     0      2   0   0   931
## 932     1      2   0   1   932
## 933     2      2   1  NA   933
## 934     3      2   2  NA   934
## 935     4      2   3  NA   935
## 936     5      2   4  NA   936
## 937     0      2   0   0   937
## 938     1      2   0   1   938
## 939     2      2   1  NA   939
## 940     3      2   2  NA   940
## 941     4      2   3  NA   941
## 942     5      2   4  NA   942
## 943     0      2  NA   0   943
## 944     1      2  NA   1   944
## 945     2      2  NA  NA   945
## 946     3      2  NA  NA   946
## 947     4      2  NA  NA   947
## 948     5      2  NA  NA   948
## 949     0      2   0   0   949
## 950     1      2   0   1   950
## 951     2      2   1  NA   951
## 952     3      2   2  NA   952
## 953     4      2   3  NA   953
## 954     5      2   4  NA   954
## 955     0      2   0   0   955
## 956     1      2   0   1   956
## 957     2      2   1  NA   957
## 958     3      2   2  NA   958
## 959     4      2   3  NA   959
## 960     5      2   4  NA   960
## 961     0      2  NA   0   961
## 962     1      2  NA   1   962
## 963     2      2  NA  NA   963
## 964     3      2  NA  NA   964
## 965     4      2  NA  NA   965
## 966     5      2  NA  NA   966
## 967     0      2   0   0   967
## 968     1      2   0   1   968
## 969     2      2   1  NA   969
## 970     3      2   2  NA   970
## 971     4      2   3  NA   971
## 972     5      2   4  NA   972
## 973     0      2   0   0   973
## 974     1      2   0   1   974
## 975     2      2   1  NA   975
## 976     3      2   2  NA   976
## 977     4      2   3  NA   977
## 978     5      2   4  NA   978
## 979     0      2   0   0   979
## 980     1      2   0   1   980
## 981     2      2   1  NA   981
## 982     3      2   2  NA   982
## 983     4      2   3  NA   983
## 984     5      2   4  NA   984
## 985     0      2   0   0   985
## 986     1      2   0   1   986
## 987     2      2   1  NA   987
## 988     3      2   2  NA   988
## 989     4      2   3  NA   989
## 990     5      2   4  NA   990
## 991     0      2   0   0   991
## 992     1      2   0   1   992
## 993     2      2   1  NA   993
## 994     3      2   2  NA   994
## 995     4      2   3  NA   995
## 996     5      2   4  NA   996
## 997     0      2   0   0   997
## 998     1      2   0   1   998
## 999     2      2   1  NA   999
## 1000    3      2   2  NA  1000
## 1001    4      2   3  NA  1001
## 1002    5      2   4  NA  1002
## 1003    0      2   0   0  1003
## 1004    1      2   0   1  1004
## 1005    2      2   1  NA  1005
## 1006    3      2   2  NA  1006
## 1007    4      2   3  NA  1007
## 1008    5      2   4  NA  1008
## 1009    0      2  NA   0  1009
## 1010    1      2  NA   1  1010
## 1011    2      2  NA  NA  1011
## 1012    3      2  NA  NA  1012
## 1013    4      2  NA  NA  1013
## 1014    5      2  NA  NA  1014
## 1015    0      2   0   0  1015
## 1016    1      2   0   1  1016
## 1017    2      2   1  NA  1017
## 1018    3      2   2  NA  1018
## 1019    4      2   3  NA  1019
## 1020    5      2   4  NA  1020
## 1021    0      2   0   0  1021
## 1022    1      2   0   1  1022
## 1023    2      2   1  NA  1023
## 1024    3      2   2  NA  1024
## 1025    4      2   3  NA  1025
## 1026    5      2   4  NA  1026
## 1027    0      2   0   0  1027
## 1028    1      2   0   1  1028
## 1029    2      2   1  NA  1029
## 1030    3      2   2  NA  1030
## 1031    4      2   3  NA  1031
## 1032    5      2   4  NA  1032
## 1033    0      2   0   0  1033
## 1034    1      2   0   1  1034
## 1035    2      2   1  NA  1035
## 1036    3      2   2  NA  1036
## 1037    4      2   3  NA  1037
## 1038    5      2   4  NA  1038
## 1039    0      2  NA   0  1039
## 1040    1      2  NA   1  1040
## 1041    2      2  NA  NA  1041
## 1042    3      2  NA  NA  1042
## 1043    4      2  NA  NA  1043
## 1044    5      2  NA  NA  1044
## 1045    0      2   0   0  1045
## 1046    1      2   0   1  1046
## 1047    2      2   1  NA  1047
## 1048    3      2   2  NA  1048
## 1049    4      2   3  NA  1049
## 1050    5      2   4  NA  1050
## 1051    0      2   0   0  1051
## 1052    1      2   0   1  1052
## 1053    2      2   1  NA  1053
## 1054    3      2   2  NA  1054
## 1055    4      2   3  NA  1055
## 1056    5      2   4  NA  1056
## 1057    0      2  NA   0  1057
## 1058    1      2  NA   1  1058
## 1059    2      2  NA  NA  1059
## 1060    3      2  NA  NA  1060
## 1061    4      2  NA  NA  1061
## 1062    5      2  NA  NA  1062
## 1063    0      2   0   0  1063
## 1064    1      2   0   1  1064
## 1065    2      2   1  NA  1065
## 1066    3      2   2  NA  1066
## 1067    4      2   3  NA  1067
## 1068    5      2   4  NA  1068
## 1069    0      2   0   0  1069
## 1070    1      2   0   1  1070
## 1071    2      2   1  NA  1071
## 1072    3      2   2  NA  1072
## 1073    4      2   3  NA  1073
## 1074    5      2   4  NA  1074
## 1075    0      2  NA   0  1075
## 1076    1      2  NA   1  1076
## 1077    2      2  NA  NA  1077
## 1078    3      2  NA  NA  1078
## 1079    4      2  NA  NA  1079
## 1080    5      2  NA  NA  1080
## 1081    0      2   0   0  1081
## 1082    1      2   0   1  1082
## 1083    2      2   1  NA  1083
## 1084    3      2   2  NA  1084
## 1085    4      2   3  NA  1085
## 1086    5      2   4  NA  1086
## 1087    0      2   0   0  1087
## 1088    1      2   0   1  1088
## 1089    2      2   1  NA  1089
## 1090    3      2   2  NA  1090
## 1091    4      2   3  NA  1091
## 1092    5      2   4  NA  1092
## 1093    0      2   0   0  1093
## 1094    1      2   0   1  1094
## 1095    2      2   1  NA  1095
## 1096    3      2   2  NA  1096
## 1097    4      2   3  NA  1097
## 1098    5      2   4  NA  1098
## 1099    0      2  NA   0  1099
## 1100    1      2  NA   1  1100
## 1101    2      2  NA  NA  1101
## 1102    3      2  NA  NA  1102
## 1103    4      2  NA  NA  1103
## 1104    5      2  NA  NA  1104
## 1105    0      1   0   1  1105
## 1106    1      1   1  NA  1106
## 1107    2      1   2  NA  1107
## 1108    3      1   3  NA  1108
## 1109    4      1   4  NA  1109
## 1110    5      1   5  NA  1110
## 1111    0      1   0   1  1111
## 1112    1      1   1  NA  1112
## 1113    2      1   2  NA  1113
## 1114    3      1   3  NA  1114
## 1115    4      1   4  NA  1115
## 1116    5      1   5  NA  1116
## 1117    0      1  NA   1  1117
## 1118    1      1  NA  NA  1118
## 1119    2      1  NA  NA  1119
## 1120    3      1  NA  NA  1120
## 1121    4      1  NA  NA  1121
## 1122    5      1  NA  NA  1122
## 1123    0      1   0   1  1123
## 1124    1      1   1  NA  1124
## 1125    2      1   2  NA  1125
## 1126    3      1   3  NA  1126
## 1127    4      1   4  NA  1127
## 1128    5      1   5  NA  1128
## 1129    0      1   0   1  1129
## 1130    1      1   1  NA  1130
## 1131    2      1   2  NA  1131
## 1132    3      1   3  NA  1132
## 1133    4      1   4  NA  1133
## 1134    5      1   5  NA  1134
## 1135    0      1   0   1  1135
## 1136    1      1   1  NA  1136
## 1137    2      1   2  NA  1137
## 1138    3      1   3  NA  1138
## 1139    4      1   4  NA  1139
## 1140    5      1   5  NA  1140
## 1141    0      1   0   1  1141
## 1142    1      1   1  NA  1142
## 1143    2      1   2  NA  1143
## 1144    3      1   3  NA  1144
## 1145    4      1   4  NA  1145
## 1146    5      1   5  NA  1146
## 1147    0      1  NA   1  1147
## 1148    1      1  NA  NA  1148
## 1149    2      1  NA  NA  1149
## 1150    3      1  NA  NA  1150
## 1151    4      1  NA  NA  1151
## 1152    5      1  NA  NA  1152
## 1153    0      1   0   1  1153
## 1154    1      1   1  NA  1154
## 1155    2      1   2  NA  1155
## 1156    3      1   3  NA  1156
## 1157    4      1   4  NA  1157
## 1158    5      1   5  NA  1158
## 1159    0      1   0   1  1159
## 1160    1      1   1  NA  1160
## 1161    2      1   2  NA  1161
## 1162    3      1   3  NA  1162
## 1163    4      1   4  NA  1163
## 1164    5      1   5  NA  1164
## 1165    0      1   0   1  1165
## 1166    1      1   1  NA  1166
## 1167    2      1   2  NA  1167
## 1168    3      1   3  NA  1168
## 1169    4      1   4  NA  1169
## 1170    5      1   5  NA  1170
## 1171    0      1  NA   1  1171
## 1172    1      1  NA  NA  1172
## 1173    2      1  NA  NA  1173
## 1174    3      1  NA  NA  1174
## 1175    4      1  NA  NA  1175
## 1176    5      1  NA  NA  1176
## 1177    0      1  NA   1  1177
## 1178    1      1  NA  NA  1178
## 1179    2      1  NA  NA  1179
## 1180    3      1  NA  NA  1180
## 1181    4      1  NA  NA  1181
## 1182    5      1  NA  NA  1182
## 1183    0      1   0   1  1183
## 1184    1      1   1  NA  1184
## 1185    2      1   2  NA  1185
## 1186    3      1   3  NA  1186
## 1187    4      1   4  NA  1187
## 1188    5      1   5  NA  1188
## 1189    0      1   0   1  1189
## 1190    1      1   1  NA  1190
## 1191    2      1   2  NA  1191
## 1192    3      1   3  NA  1192
## 1193    4      1   4  NA  1193
## 1194    5      1   5  NA  1194
## 1195    0      1  NA   1  1195
## 1196    1      1  NA  NA  1196
## 1197    2      1  NA  NA  1197
## 1198    3      1  NA  NA  1198
## 1199    4      1  NA  NA  1199
## 1200    5      1  NA  NA  1200
## 1201    0      1  NA   1  1201
## 1202    1      1  NA  NA  1202
## 1203    2      1  NA  NA  1203
## 1204    3      1  NA  NA  1204
## 1205    4      1  NA  NA  1205
## 1206    5      1  NA  NA  1206
## 1207    0      1   0   1  1207
## 1208    1      1   1  NA  1208
## 1209    2      1   2  NA  1209
## 1210    3      1   3  NA  1210
## 1211    4      1   4  NA  1211
## 1212    5      1   5  NA  1212
## 1213    0      1  NA   1  1213
## 1214    1      1  NA  NA  1214
## 1215    2      1  NA  NA  1215
## 1216    3      1  NA  NA  1216
## 1217    4      1  NA  NA  1217
## 1218    5      1  NA  NA  1218
## 1219    0      1   0   1  1219
## 1220    1      1   1  NA  1220
## 1221    2      1   2  NA  1221
## 1222    3      1   3  NA  1222
## 1223    4      1   4  NA  1223
## 1224    5      1   5  NA  1224
## 1225    0      1   0   1  1225
## 1226    1      1   1  NA  1226
## 1227    2      1   2  NA  1227
## 1228    3      1   3  NA  1228
## 1229    4      1   4  NA  1229
## 1230    5      1   5  NA  1230
## 1231    0      1  NA   1  1231
## 1232    1      1  NA  NA  1232
## 1233    2      1  NA  NA  1233
## 1234    3      1  NA  NA  1234
## 1235    4      1  NA  NA  1235
## 1236    5      1  NA  NA  1236
## 1237    0      1  NA   1  1237
## 1238    1      1  NA  NA  1238
## 1239    2      1  NA  NA  1239
## 1240    3      1  NA  NA  1240
## 1241    4      1  NA  NA  1241
## 1242    5      1  NA  NA  1242
## 1243    0      1   0   1  1243
## 1244    1      1   1  NA  1244
## 1245    2      1   2  NA  1245
## 1246    3      1   3  NA  1246
## 1247    4      1   4  NA  1247
## 1248    5      1   5  NA  1248
## 1249    0      1   0   1  1249
## 1250    1      1   1  NA  1250
## 1251    2      1   2  NA  1251
## 1252    3      1   3  NA  1252
## 1253    4      1   4  NA  1253
## 1254    5      1   5  NA  1254
## 1255    0      1  NA   1  1255
## 1256    1      1  NA  NA  1256
## 1257    2      1  NA  NA  1257
## 1258    3      1  NA  NA  1258
## 1259    4      1  NA  NA  1259
## 1260    5      1  NA  NA  1260
## 1261    0      1  NA   1  1261
## 1262    1      1  NA  NA  1262
## 1263    2      1  NA  NA  1263
## 1264    3      1  NA  NA  1264
## 1265    4      1  NA  NA  1265
## 1266    5      1  NA  NA  1266
## 1267    0      1   0   1  1267
## 1268    1      1   1  NA  1268
## 1269    2      1   2  NA  1269
## 1270    3      1   3  NA  1270
## 1271    4      1   4  NA  1271
## 1272    5      1   5  NA  1272
## 1273    0      1   0   1  1273
## 1274    1      1   1  NA  1274
## 1275    2      1   2  NA  1275
## 1276    3      1   3  NA  1276
## 1277    4      1   4  NA  1277
## 1278    5      1   5  NA  1278
## 1279    0      1   0   1  1279
## 1280    1      1   1  NA  1280
## 1281    2      1   2  NA  1281
## 1282    3      1   3  NA  1282
## 1283    4      1   4  NA  1283
## 1284    5      1   5  NA  1284
## 1285    0      1   0   1  1285
## 1286    1      1   1  NA  1286
## 1287    2      1   2  NA  1287
## 1288    3      1   3  NA  1288
## 1289    4      1   4  NA  1289
## 1290    5      1   5  NA  1290
## 1291    0      1   0   1  1291
## 1292    1      1   1  NA  1292
## 1293    2      1   2  NA  1293
## 1294    3      1   3  NA  1294
## 1295    4      1   4  NA  1295
## 1296    5      1   5  NA  1296
## 1297    0      1   0   1  1297
## 1298    1      1   1  NA  1298
## 1299    2      1   2  NA  1299
## 1300    3      1   3  NA  1300
## 1301    4      1   4  NA  1301
## 1302    5      1   5  NA  1302
## 1303    0      1   0   1  1303
## 1304    1      1   1  NA  1304
## 1305    2      1   2  NA  1305
## 1306    3      1   3  NA  1306
## 1307    4      1   4  NA  1307
## 1308    5      1   5  NA  1308
## 1309    0      1  NA   1  1309
## 1310    1      1  NA  NA  1310
## 1311    2      1  NA  NA  1311
## 1312    3      1  NA  NA  1312
## 1313    4      1  NA  NA  1313
## 1314    5      1  NA  NA  1314
## 1315    0      1   0   1  1315
## 1316    1      1   1  NA  1316
## 1317    2      1   2  NA  1317
## 1318    3      1   3  NA  1318
## 1319    4      1   4  NA  1319
## 1320    5      1   5  NA  1320
## 1321    0      1  NA   1  1321
## 1322    1      1  NA  NA  1322
## 1323    2      1  NA  NA  1323
## 1324    3      1  NA  NA  1324
## 1325    4      1  NA  NA  1325
## 1326    5      1  NA  NA  1326
## 1327    0      1   0   1  1327
## 1328    1      1   1  NA  1328
## 1329    2      1   2  NA  1329
## 1330    3      1   3  NA  1330
## 1331    4      1   4  NA  1331
## 1332    5      1   5  NA  1332
## 1333    0      1   0   1  1333
## 1334    1      1   1  NA  1334
## 1335    2      1   2  NA  1335
## 1336    3      1   3  NA  1336
## 1337    4      1   4  NA  1337
## 1338    5      1   5  NA  1338
## 1339    0      1   0   1  1339
## 1340    1      1   1  NA  1340
## 1341    2      1   2  NA  1341
## 1342    3      1   3  NA  1342
## 1343    4      1   4  NA  1343
## 1344    5      1   5  NA  1344
## 1345    0      1   0   1  1345
## 1346    1      1   1  NA  1346
## 1347    2      1   2  NA  1347
## 1348    3      1   3  NA  1348
## 1349    4      1   4  NA  1349
## 1350    5      1   5  NA  1350
## 1351    0      1   0   1  1351
## 1352    1      1   1  NA  1352
## 1353    2      1   2  NA  1353
## 1354    3      1   3  NA  1354
## 1355    4      1   4  NA  1355
## 1356    5      1   5  NA  1356
## 1357    0      1  NA   1  1357
## 1358    1      1  NA  NA  1358
## 1359    2      1  NA  NA  1359
## 1360    3      1  NA  NA  1360
## 1361    4      1  NA  NA  1361
## 1362    5      1  NA  NA  1362
## 1363    0      1   0   1  1363
## 1364    1      1   1  NA  1364
## 1365    2      1   2  NA  1365
## 1366    3      1   3  NA  1366
## 1367    4      1   4  NA  1367
## 1368    5      1   5  NA  1368
## 1369    0      1  NA   1  1369
## 1370    1      1  NA  NA  1370
## 1371    2      1  NA  NA  1371
## 1372    3      1  NA  NA  1372
## 1373    4      1  NA  NA  1373
## 1374    5      1  NA  NA  1374
## 1375    0      1   0   1  1375
## 1376    1      1   1  NA  1376
## 1377    2      1   2  NA  1377
## 1378    3      1   3  NA  1378
## 1379    4      1   4  NA  1379
## 1380    5      1   5  NA  1380
## 1381    0      1   0   1  1381
## 1382    1      1   1  NA  1382
## 1383    2      1   2  NA  1383
## 1384    3      1   3  NA  1384
## 1385    4      1   4  NA  1385
## 1386    5      1   5  NA  1386
## 1387    0      1   0   1  1387
## 1388    1      1   1  NA  1388
## 1389    2      1   2  NA  1389
## 1390    3      1   3  NA  1390
## 1391    4      1   4  NA  1391
## 1392    5      1   5  NA  1392
## 1393    0      1   0   1  1393
## 1394    1      1   1  NA  1394
## 1395    2      1   2  NA  1395
## 1396    3      1   3  NA  1396
## 1397    4      1   4  NA  1397
## 1398    5      1   5  NA  1398
## 1399    0      0   1  NA  1399
## 1400    1      0   2  NA  1400
## 1401    2      0   3  NA  1401
## 1402    3      0   4  NA  1402
## 1403    4      0   5  NA  1403
## 1404    5      0   6  NA  1404
## 1405    0      0   1  NA  1405
## 1406    1      0   2  NA  1406
## 1407    2      0   3  NA  1407
## 1408    3      0   4  NA  1408
## 1409    4      0   5  NA  1409
## 1410    5      0   6  NA  1410
## 1411    0      0   1  NA  1411
## 1412    1      0   2  NA  1412
## 1413    2      0   3  NA  1413
## 1414    3      0   4  NA  1414
## 1415    4      0   5  NA  1415
## 1416    5      0   6  NA  1416
## 1417    0      0   1  NA  1417
## 1418    1      0   2  NA  1418
## 1419    2      0   3  NA  1419
## 1420    3      0   4  NA  1420
## 1421    4      0   5  NA  1421
## 1422    5      0   6  NA  1422
## 1423    0      0  NA  NA  1423
## 1424    1      0  NA  NA  1424
## 1425    2      0  NA  NA  1425
## 1426    3      0  NA  NA  1426
## 1427    4      0  NA  NA  1427
## 1428    5      0  NA  NA  1428
## 1429    0      0  NA  NA  1429
## 1430    1      0  NA  NA  1430
## 1431    2      0  NA  NA  1431
## 1432    3      0  NA  NA  1432
## 1433    4      0  NA  NA  1433
## 1434    5      0  NA  NA  1434
## 1435    0      0   1  NA  1435
## 1436    1      0   2  NA  1436
## 1437    2      0   3  NA  1437
## 1438    3      0   4  NA  1438
## 1439    4      0   5  NA  1439
## 1440    5      0   6  NA  1440
## 1441    0      0  NA  NA  1441
## 1442    1      0  NA  NA  1442
## 1443    2      0  NA  NA  1443
## 1444    3      0  NA  NA  1444
## 1445    4      0  NA  NA  1445
## 1446    5      0  NA  NA  1446
## 1447    0      0   1  NA  1447
## 1448    1      0   2  NA  1448
## 1449    2      0   3  NA  1449
## 1450    3      0   4  NA  1450
## 1451    4      0   5  NA  1451
## 1452    5      0   6  NA  1452
## 1453    0      0  NA  NA  1453
## 1454    1      0  NA  NA  1454
## 1455    2      0  NA  NA  1455
## 1456    3      0  NA  NA  1456
## 1457    4      0  NA  NA  1457
## 1458    5      0  NA  NA  1458
## 1459    0      0   1  NA  1459
## 1460    1      0   2  NA  1460
## 1461    2      0   3  NA  1461
## 1462    3      0   4  NA  1462
## 1463    4      0   5  NA  1463
## 1464    5      0   6  NA  1464
## 1465    0      0  NA  NA  1465
## 1466    1      0  NA  NA  1466
## 1467    2      0  NA  NA  1467
## 1468    3      0  NA  NA  1468
## 1469    4      0  NA  NA  1469
## 1470    5      0  NA  NA  1470
## 1471    0      0   1  NA  1471
## 1472    1      0   2  NA  1472
## 1473    2      0   3  NA  1473
## 1474    3      0   4  NA  1474
## 1475    4      0   5  NA  1475
## 1476    5      0   6  NA  1476
## 1477    0      0  NA  NA  1477
## 1478    1      0  NA  NA  1478
## 1479    2      0  NA  NA  1479
## 1480    3      0  NA  NA  1480
## 1481    4      0  NA  NA  1481
## 1482    5      0  NA  NA  1482
## 1483    0      0   1  NA  1483
## 1484    1      0   2  NA  1484
## 1485    2      0   3  NA  1485
## 1486    3      0   4  NA  1486
## 1487    4      0   5  NA  1487
## 1488    5      0   6  NA  1488
## 1489    0      0  NA  NA  1489
## 1490    1      0  NA  NA  1490
## 1491    2      0  NA  NA  1491
## 1492    3      0  NA  NA  1492
## 1493    4      0  NA  NA  1493
## 1494    5      0  NA  NA  1494
## 1495    0      0  NA  NA  1495
## 1496    1      0  NA  NA  1496
## 1497    2      0  NA  NA  1497
## 1498    3      0  NA  NA  1498
## 1499    4      0  NA  NA  1499
## 1500    5      0  NA  NA  1500
## 1501    0      0   1  NA  1501
## 1502    1      0   2  NA  1502
## 1503    2      0   3  NA  1503
## 1504    3      0   4  NA  1504
## 1505    4      0   5  NA  1505
## 1506    5      0   6  NA  1506
## 1507    0      0   1  NA  1507
## 1508    1      0   2  NA  1508
## 1509    2      0   3  NA  1509
## 1510    3      0   4  NA  1510
## 1511    4      0   5  NA  1511
## 1512    5      0   6  NA  1512
## 1513    0      0   1  NA  1513
## 1514    1      0   2  NA  1514
## 1515    2      0   3  NA  1515
## 1516    3      0   4  NA  1516
## 1517    4      0   5  NA  1517
## 1518    5      0   6  NA  1518
## 1519    0      0   1  NA  1519
## 1520    1      0   2  NA  1520
## 1521    2      0   3  NA  1521
## 1522    3      0   4  NA  1522
## 1523    4      0   5  NA  1523
## 1524    5      0   6  NA  1524
## 1525    0      0  NA  NA  1525
## 1526    1      0  NA  NA  1526
## 1527    2      0  NA  NA  1527
## 1528    3      0  NA  NA  1528
## 1529    4      0  NA  NA  1529
## 1530    5      0  NA  NA  1530
## 1531    0      5   0   0  1531
## 1532    1      5   0   0  1532
## 1533    2      5   0   0  1533
## 1534    3      5   0   0  1534
## 1535    4      5   0   1  1535
## 1536    5      5   1  NA  1536
## 1537    0      5   0   0  1537
## 1538    1      5   0   0  1538
## 1539    2      5   0   0  1539
## 1540    3      5   0   0  1540
## 1541    4      5   0   1  1541
## 1542    5      5   1  NA  1542
## 1543    0      5   0   0  1543
## 1544    1      5   0   0  1544
## 1545    2      5   0   0  1545
## 1546    3      5   0   0  1546
## 1547    4      5   0   1  1547
## 1548    5      5   1  NA  1548
## 1549    0      5   0   0  1549
## 1550    1      5   0   0  1550
## 1551    2      5   0   0  1551
## 1552    3      5   0   0  1552
## 1553    4      5   0   1  1553
## 1554    5      5   1  NA  1554
## 1555    0      5   0   0  1555
## 1556    1      5   0   0  1556
## 1557    2      5   0   0  1557
## 1558    3      5   0   0  1558
## 1559    4      5   0   1  1559
## 1560    5      5   1  NA  1560
## 1561    0      5  NA   0  1561
## 1562    1      5  NA   0  1562
## 1563    2      5  NA   0  1563
## 1564    3      5  NA   0  1564
## 1565    4      5  NA   1  1565
## 1566    5      5  NA  NA  1566
## 1567    0      5   0   0  1567
## 1568    1      5   0   0  1568
## 1569    2      5   0   0  1569
## 1570    3      5   0   0  1570
## 1571    4      5   0   1  1571
## 1572    5      5   1  NA  1572
## 1573    0      5   0   0  1573
## 1574    1      5   0   0  1574
## 1575    2      5   0   0  1575
## 1576    3      5   0   0  1576
## 1577    4      5   0   1  1577
## 1578    5      5   1  NA  1578
## 1579    0      5   0   0  1579
## 1580    1      5   0   0  1580
## 1581    2      5   0   0  1581
## 1582    3      5   0   0  1582
## 1583    4      5   0   1  1583
## 1584    5      5   1  NA  1584
## 1585    0      5  NA   0  1585
## 1586    1      5  NA   0  1586
## 1587    2      5  NA   0  1587
## 1588    3      5  NA   0  1588
## 1589    4      5  NA   1  1589
## 1590    5      5  NA  NA  1590
## 1591    0      5   0   0  1591
## 1592    1      5   0   0  1592
## 1593    2      5   0   0  1593
## 1594    3      5   0   0  1594
## 1595    4      5   0   1  1595
## 1596    5      5   1  NA  1596
## 1597    0      5  NA   0  1597
## 1598    1      5  NA   0  1598
## 1599    2      5  NA   0  1599
## 1600    3      5  NA   0  1600
## 1601    4      5  NA   1  1601
## 1602    5      5  NA  NA  1602
## 1603    0      5   0   0  1603
## 1604    1      5   0   0  1604
## 1605    2      5   0   0  1605
## 1606    3      5   0   0  1606
## 1607    4      5   0   1  1607
## 1608    5      5   1  NA  1608
## 1609    0      5   0   0  1609
## 1610    1      5   0   0  1610
## 1611    2      5   0   0  1611
## 1612    3      5   0   0  1612
## 1613    4      5   0   1  1613
## 1614    5      5   1  NA  1614
## 1615    0      5   0   0  1615
## 1616    1      5   0   0  1616
## 1617    2      5   0   0  1617
## 1618    3      5   0   0  1618
## 1619    4      5   0   1  1619
## 1620    5      5   1  NA  1620
## 1621    0      5   0   0  1621
## 1622    1      5   0   0  1622
## 1623    2      5   0   0  1623
## 1624    3      5   0   0  1624
## 1625    4      5   0   1  1625
## 1626    5      5   1  NA  1626
## 1627    0      5   0   0  1627
## 1628    1      5   0   0  1628
## 1629    2      5   0   0  1629
## 1630    3      5   0   0  1630
## 1631    4      5   0   1  1631
## 1632    5      5   1  NA  1632
## 1633    0      5  NA   0  1633
## 1634    1      5  NA   0  1634
## 1635    2      5  NA   0  1635
## 1636    3      5  NA   0  1636
## 1637    4      5  NA   1  1637
## 1638    5      5  NA  NA  1638
## 1639    0      5  NA   0  1639
## 1640    1      5  NA   0  1640
## 1641    2      5  NA   0  1641
## 1642    3      5  NA   0  1642
## 1643    4      5  NA   1  1643
## 1644    5      5  NA  NA  1644
## 1645    0      5   0   0  1645
## 1646    1      5   0   0  1646
## 1647    2      5   0   0  1647
## 1648    3      5   0   0  1648
## 1649    4      5   0   1  1649
## 1650    5      5   1  NA  1650
## 1651    0      5   0   0  1651
## 1652    1      5   0   0  1652
## 1653    2      5   0   0  1653
## 1654    3      5   0   0  1654
## 1655    4      5   0   1  1655
## 1656    5      5   1  NA  1656
## 1657    0      5   0   0  1657
## 1658    1      5   0   0  1658
## 1659    2      5   0   0  1659
## 1660    3      5   0   0  1660
## 1661    4      5   0   1  1661
## 1662    5      5   1  NA  1662
## 1663    0      5   0   0  1663
## 1664    1      5   0   0  1664
## 1665    2      5   0   0  1665
## 1666    3      5   0   0  1666
## 1667    4      5   0   1  1667
## 1668    5      5   1  NA  1668
## 1669    0      5   0   0  1669
## 1670    1      5   0   0  1670
## 1671    2      5   0   0  1671
## 1672    3      5   0   0  1672
## 1673    4      5   0   1  1673
## 1674    5      5   1  NA  1674
## 1675    0      5  NA   0  1675
## 1676    1      5  NA   0  1676
## 1677    2      5  NA   0  1677
## 1678    3      5  NA   0  1678
## 1679    4      5  NA   1  1679
## 1680    5      5  NA  NA  1680
## 1681    0      5   0   0  1681
## 1682    1      5   0   0  1682
## 1683    2      5   0   0  1683
## 1684    3      5   0   0  1684
## 1685    4      5   0   1  1685
## 1686    5      5   1  NA  1686
## 1687    0      5   0   0  1687
## 1688    1      5   0   0  1688
## 1689    2      5   0   0  1689
## 1690    3      5   0   0  1690
## 1691    4      5   0   1  1691
## 1692    5      5   1  NA  1692
## 1693    0      5  NA   0  1693
## 1694    1      5  NA   0  1694
## 1695    2      5  NA   0  1695
## 1696    3      5  NA   0  1696
## 1697    4      5  NA   1  1697
## 1698    5      5  NA  NA  1698
## 1699    0      5  NA   0  1699
## 1700    1      5  NA   0  1700
## 1701    2      5  NA   0  1701
## 1702    3      5  NA   0  1702
## 1703    4      5  NA   1  1703
## 1704    5      5  NA  NA  1704
## 1705    0      5   0   0  1705
## 1706    1      5   0   0  1706
## 1707    2      5   0   0  1707
## 1708    3      5   0   0  1708
## 1709    4      5   0   1  1709
## 1710    5      5   1  NA  1710
## 1711    0      5   0   0  1711
## 1712    1      5   0   0  1712
## 1713    2      5   0   0  1713
## 1714    3      5   0   0  1714
## 1715    4      5   0   1  1715
## 1716    5      5   1  NA  1716
## 1717    0      5   0   0  1717
## 1718    1      5   0   0  1718
## 1719    2      5   0   0  1719
## 1720    3      5   0   0  1720
## 1721    4      5   0   1  1721
## 1722    5      5   1  NA  1722
## 1723    0      5  NA   0  1723
## 1724    1      5  NA   0  1724
## 1725    2      5  NA   0  1725
## 1726    3      5  NA   0  1726
## 1727    4      5  NA   1  1727
## 1728    5      5  NA  NA  1728
## 1729    0      5  NA   0  1729
## 1730    1      5  NA   0  1730
## 1731    2      5  NA   0  1731
## 1732    3      5  NA   0  1732
## 1733    4      5  NA   1  1733
## 1734    5      5  NA  NA  1734
## 1735    0      5  NA   0  1735
## 1736    1      5  NA   0  1736
## 1737    2      5  NA   0  1737
## 1738    3      5  NA   0  1738
## 1739    4      5  NA   1  1739
## 1740    5      5  NA  NA  1740
## 1741    0      5  NA   0  1741
## 1742    1      5  NA   0  1742
## 1743    2      5  NA   0  1743
## 1744    3      5  NA   0  1744
## 1745    4      5  NA   1  1745
## 1746    5      5  NA  NA  1746
## 1747    0      5  NA   0  1747
## 1748    1      5  NA   0  1748
## 1749    2      5  NA   0  1749
## 1750    3      5  NA   0  1750
## 1751    4      5  NA   1  1751
## 1752    5      5  NA  NA  1752
## 1753    0      5  NA   0  1753
## 1754    1      5  NA   0  1754
## 1755    2      5  NA   0  1755
## 1756    3      5  NA   0  1756
## 1757    4      5  NA   1  1757
## 1758    5      5  NA  NA  1758
## 1759    0      5  NA   0  1759
## 1760    1      5  NA   0  1760
## 1761    2      5  NA   0  1761
## 1762    3      5  NA   0  1762
## 1763    4      5  NA   1  1763
## 1764    5      5  NA  NA  1764
## 1765    0      5   0   0  1765
## 1766    1      5   0   0  1766
## 1767    2      5   0   0  1767
## 1768    3      5   0   0  1768
## 1769    4      5   0   1  1769
## 1770    5      5   1  NA  1770
## 1771    0      5   0   0  1771
## 1772    1      5   0   0  1772
## 1773    2      5   0   0  1773
## 1774    3      5   0   0  1774
## 1775    4      5   0   1  1775
## 1776    5      5   1  NA  1776
## 1777    0      5   0   0  1777
## 1778    1      5   0   0  1778
## 1779    2      5   0   0  1779
## 1780    3      5   0   0  1780
## 1781    4      5   0   1  1781
## 1782    5      5   1  NA  1782
## 1783    0      5  NA   0  1783
## 1784    1      5  NA   0  1784
## 1785    2      5  NA   0  1785
## 1786    3      5  NA   0  1786
## 1787    4      5  NA   1  1787
## 1788    5      5  NA  NA  1788
## 1789    0      5   0   0  1789
## 1790    1      5   0   0  1790
## 1791    2      5   0   0  1791
## 1792    3      5   0   0  1792
## 1793    4      5   0   1  1793
## 1794    5      5   1  NA  1794
## 1795    0      5   0   0  1795
## 1796    1      5   0   0  1796
## 1797    2      5   0   0  1797
## 1798    3      5   0   0  1798
## 1799    4      5   0   1  1799
## 1800    5      5   1  NA  1800
## 1801    0      5   0   0  1801
## 1802    1      5   0   0  1802
## 1803    2      5   0   0  1803
## 1804    3      5   0   0  1804
## 1805    4      5   0   1  1805
## 1806    5      5   1  NA  1806
## 1807    0      4   0   0  1807
## 1808    1      4   0   0  1808
## 1809    2      4   0   0  1809
## 1810    3      4   0   1  1810
## 1811    4      4   1  NA  1811
## 1812    5      4   2  NA  1812
## 1813    0      4   0   0  1813
## 1814    1      4   0   0  1814
## 1815    2      4   0   0  1815
## 1816    3      4   0   1  1816
## 1817    4      4   1  NA  1817
## 1818    5      4   2  NA  1818
## 1819    0      4   0   0  1819
## 1820    1      4   0   0  1820
## 1821    2      4   0   0  1821
## 1822    3      4   0   1  1822
## 1823    4      4   1  NA  1823
## 1824    5      4   2  NA  1824
## 1825    0      4  NA   0  1825
## 1826    1      4  NA   0  1826
## 1827    2      4  NA   0  1827
## 1828    3      4  NA   1  1828
## 1829    4      4  NA  NA  1829
## 1830    5      4  NA  NA  1830
## 1831    0      4  NA   0  1831
## 1832    1      4  NA   0  1832
## 1833    2      4  NA   0  1833
## 1834    3      4  NA   1  1834
## 1835    4      4  NA  NA  1835
## 1836    5      4  NA  NA  1836
## 1837    0      4  NA   0  1837
## 1838    1      4  NA   0  1838
## 1839    2      4  NA   0  1839
## 1840    3      4  NA   1  1840
## 1841    4      4  NA  NA  1841
## 1842    5      4  NA  NA  1842
## 1843    0      4  NA   0  1843
## 1844    1      4  NA   0  1844
## 1845    2      4  NA   0  1845
## 1846    3      4  NA   1  1846
## 1847    4      4  NA  NA  1847
## 1848    5      4  NA  NA  1848
## 1849    0      4   0   0  1849
## 1850    1      4   0   0  1850
## 1851    2      4   0   0  1851
## 1852    3      4   0   1  1852
## 1853    4      4   1  NA  1853
## 1854    5      4   2  NA  1854
## 1855    0      4  NA   0  1855
## 1856    1      4  NA   0  1856
## 1857    2      4  NA   0  1857
## 1858    3      4  NA   1  1858
## 1859    4      4  NA  NA  1859
## 1860    5      4  NA  NA  1860
## 1861    0      4   0   0  1861
## 1862    1      4   0   0  1862
## 1863    2      4   0   0  1863
## 1864    3      4   0   1  1864
## 1865    4      4   1  NA  1865
## 1866    5      4   2  NA  1866
## 1867    0      4   0   0  1867
## 1868    1      4   0   0  1868
## 1869    2      4   0   0  1869
## 1870    3      4   0   1  1870
## 1871    4      4   1  NA  1871
## 1872    5      4   2  NA  1872
## 1873    0      4   0   0  1873
## 1874    1      4   0   0  1874
## 1875    2      4   0   0  1875
## 1876    3      4   0   1  1876
## 1877    4      4   1  NA  1877
## 1878    5      4   2  NA  1878
## 1879    0      4   0   0  1879
## 1880    1      4   0   0  1880
## 1881    2      4   0   0  1881
## 1882    3      4   0   1  1882
## 1883    4      4   1  NA  1883
## 1884    5      4   2  NA  1884
## 1885    0      4  NA   0  1885
## 1886    1      4  NA   0  1886
## 1887    2      4  NA   0  1887
## 1888    3      4  NA   1  1888
## 1889    4      4  NA  NA  1889
## 1890    5      4  NA  NA  1890
## 1891    0      4   0   0  1891
## 1892    1      4   0   0  1892
## 1893    2      4   0   0  1893
## 1894    3      4   0   1  1894
## 1895    4      4   1  NA  1895
## 1896    5      4   2  NA  1896
## 1897    0      4   0   0  1897
## 1898    1      4   0   0  1898
## 1899    2      4   0   0  1899
## 1900    3      4   0   1  1900
## 1901    4      4   1  NA  1901
## 1902    5      4   2  NA  1902
## 1903    0      4  NA   0  1903
## 1904    1      4  NA   0  1904
## 1905    2      4  NA   0  1905
## 1906    3      4  NA   1  1906
## 1907    4      4  NA  NA  1907
## 1908    5      4  NA  NA  1908
## 1909    0      4   0   0  1909
## 1910    1      4   0   0  1910
## 1911    2      4   0   0  1911
## 1912    3      4   0   1  1912
## 1913    4      4   1  NA  1913
## 1914    5      4   2  NA  1914
## 1915    0      4   0   0  1915
## 1916    1      4   0   0  1916
## 1917    2      4   0   0  1917
## 1918    3      4   0   1  1918
## 1919    4      4   1  NA  1919
## 1920    5      4   2  NA  1920
## 1921    0      4   0   0  1921
## 1922    1      4   0   0  1922
## 1923    2      4   0   0  1923
## 1924    3      4   0   1  1924
## 1925    4      4   1  NA  1925
## 1926    5      4   2  NA  1926
## 1927    0      4   0   0  1927
## 1928    1      4   0   0  1928
## 1929    2      4   0   0  1929
## 1930    3      4   0   1  1930
## 1931    4      4   1  NA  1931
## 1932    5      4   2  NA  1932
## 1933    0      4   0   0  1933
## 1934    1      4   0   0  1934
## 1935    2      4   0   0  1935
## 1936    3      4   0   1  1936
## 1937    4      4   1  NA  1937
## 1938    5      4   2  NA  1938
## 1939    0      4  NA   0  1939
## 1940    1      4  NA   0  1940
## 1941    2      4  NA   0  1941
## 1942    3      4  NA   1  1942
## 1943    4      4  NA  NA  1943
## 1944    5      4  NA  NA  1944
## 1945    0      4   0   0  1945
## 1946    1      4   0   0  1946
## 1947    2      4   0   0  1947
## 1948    3      4   0   1  1948
## 1949    4      4   1  NA  1949
## 1950    5      4   2  NA  1950
## 1951    0      4   0   0  1951
## 1952    1      4   0   0  1952
## 1953    2      4   0   0  1953
## 1954    3      4   0   1  1954
## 1955    4      4   1  NA  1955
## 1956    5      4   2  NA  1956
## 1957    0      4   0   0  1957
## 1958    1      4   0   0  1958
## 1959    2      4   0   0  1959
## 1960    3      4   0   1  1960
## 1961    4      4   1  NA  1961
## 1962    5      4   2  NA  1962
## 1963    0      4   0   0  1963
## 1964    1      4   0   0  1964
## 1965    2      4   0   0  1965
## 1966    3      4   0   1  1966
## 1967    4      4   1  NA  1967
## 1968    5      4   2  NA  1968
## 1969    0      4  NA   0  1969
## 1970    1      4  NA   0  1970
## 1971    2      4  NA   0  1971
## 1972    3      4  NA   1  1972
## 1973    4      4  NA  NA  1973
## 1974    5      4  NA  NA  1974
## 1975    0      4   0   0  1975
## 1976    1      4   0   0  1976
## 1977    2      4   0   0  1977
## 1978    3      4   0   1  1978
## 1979    4      4   1  NA  1979
## 1980    5      4   2  NA  1980
## 1981    0      4   0   0  1981
## 1982    1      4   0   0  1982
## 1983    2      4   0   0  1983
## 1984    3      4   0   1  1984
## 1985    4      4   1  NA  1985
## 1986    5      4   2  NA  1986
## 1987    0      4  NA   0  1987
## 1988    1      4  NA   0  1988
## 1989    2      4  NA   0  1989
## 1990    3      4  NA   1  1990
## 1991    4      4  NA  NA  1991
## 1992    5      4  NA  NA  1992
## 1993    0      4  NA   0  1993
## 1994    1      4  NA   0  1994
## 1995    2      4  NA   0  1995
## 1996    3      4  NA   1  1996
## 1997    4      4  NA  NA  1997
## 1998    5      4  NA  NA  1998
## 1999    0      4   0   0  1999
## 2000    1      4   0   0  2000
## 2001    2      4   0   0  2001
## 2002    3      4   0   1  2002
## 2003    4      4   1  NA  2003
## 2004    5      4   2  NA  2004
## 2005    0      4  NA   0  2005
## 2006    1      4  NA   0  2006
## 2007    2      4  NA   0  2007
## 2008    3      4  NA   1  2008
## 2009    4      4  NA  NA  2009
## 2010    5      4  NA  NA  2010
## 2011    0      4   0   0  2011
## 2012    1      4   0   0  2012
## 2013    2      4   0   0  2013
## 2014    3      4   0   1  2014
## 2015    4      4   1  NA  2015
## 2016    5      4   2  NA  2016
## 2017    0      4   0   0  2017
## 2018    1      4   0   0  2018
## 2019    2      4   0   0  2019
## 2020    3      4   0   1  2020
## 2021    4      4   1  NA  2021
## 2022    5      4   2  NA  2022
## 2023    0      4   0   0  2023
## 2024    1      4   0   0  2024
## 2025    2      4   0   0  2025
## 2026    3      4   0   1  2026
## 2027    4      4   1  NA  2027
## 2028    5      4   2  NA  2028
## 2029    0      4   0   0  2029
## 2030    1      4   0   0  2030
## 2031    2      4   0   0  2031
## 2032    3      4   0   1  2032
## 2033    4      4   1  NA  2033
## 2034    5      4   2  NA  2034
## 2035    0      4   0   0  2035
## 2036    1      4   0   0  2036
## 2037    2      4   0   0  2037
## 2038    3      4   0   1  2038
## 2039    4      4   1  NA  2039
## 2040    5      4   2  NA  2040
## 2041    0      4  NA   0  2041
## 2042    1      4  NA   0  2042
## 2043    2      4  NA   0  2043
## 2044    3      4  NA   1  2044
## 2045    4      4  NA  NA  2045
## 2046    5      4  NA  NA  2046
## 2047    0      4   0   0  2047
## 2048    1      4   0   0  2048
## 2049    2      4   0   0  2049
## 2050    3      4   0   1  2050
## 2051    4      4   1  NA  2051
## 2052    5      4   2  NA  2052
## 2053    0      3  NA   0  2053
## 2054    1      3  NA   0  2054
## 2055    2      3  NA   1  2055
## 2056    3      3  NA  NA  2056
## 2057    4      3  NA  NA  2057
## 2058    5      3  NA  NA  2058
## 2059    0      3   0   0  2059
## 2060    1      3   0   0  2060
## 2061    2      3   0   1  2061
## 2062    3      3   1  NA  2062
## 2063    4      3   2  NA  2063
## 2064    5      3   3  NA  2064
## 2065    0      3   0   0  2065
## 2066    1      3   0   0  2066
## 2067    2      3   0   1  2067
## 2068    3      3   1  NA  2068
## 2069    4      3   2  NA  2069
## 2070    5      3   3  NA  2070
## 2071    0      3   0   0  2071
## 2072    1      3   0   0  2072
## 2073    2      3   0   1  2073
## 2074    3      3   1  NA  2074
## 2075    4      3   2  NA  2075
## 2076    5      3   3  NA  2076
## 2077    0      3  NA   0  2077
## 2078    1      3  NA   0  2078
## 2079    2      3  NA   1  2079
## 2080    3      3  NA  NA  2080
## 2081    4      3  NA  NA  2081
## 2082    5      3  NA  NA  2082
## 2083    0      3  NA   0  2083
## 2084    1      3  NA   0  2084
## 2085    2      3  NA   1  2085
## 2086    3      3  NA  NA  2086
## 2087    4      3  NA  NA  2087
## 2088    5      3  NA  NA  2088
## 2089    0      3  NA   0  2089
## 2090    1      3  NA   0  2090
## 2091    2      3  NA   1  2091
## 2092    3      3  NA  NA  2092
## 2093    4      3  NA  NA  2093
## 2094    5      3  NA  NA  2094
## 2095    0      3   0   0  2095
## 2096    1      3   0   0  2096
## 2097    2      3   0   1  2097
## 2098    3      3   1  NA  2098
## 2099    4      3   2  NA  2099
## 2100    5      3   3  NA  2100
## 2101    0      3   0   0  2101
## 2102    1      3   0   0  2102
## 2103    2      3   0   1  2103
## 2104    3      3   1  NA  2104
## 2105    4      3   2  NA  2105
## 2106    5      3   3  NA  2106
## 2107    0      3  NA   0  2107
## 2108    1      3  NA   0  2108
## 2109    2      3  NA   1  2109
## 2110    3      3  NA  NA  2110
## 2111    4      3  NA  NA  2111
## 2112    5      3  NA  NA  2112
## 2113    0      3   0   0  2113
## 2114    1      3   0   0  2114
## 2115    2      3   0   1  2115
## 2116    3      3   1  NA  2116
## 2117    4      3   2  NA  2117
## 2118    5      3   3  NA  2118
## 2119    0      3   0   0  2119
## 2120    1      3   0   0  2120
## 2121    2      3   0   1  2121
## 2122    3      3   1  NA  2122
## 2123    4      3   2  NA  2123
## 2124    5      3   3  NA  2124
## 2125    0      3  NA   0  2125
## 2126    1      3  NA   0  2126
## 2127    2      3  NA   1  2127
## 2128    3      3  NA  NA  2128
## 2129    4      3  NA  NA  2129
## 2130    5      3  NA  NA  2130
## 2131    0      3   0   0  2131
## 2132    1      3   0   0  2132
## 2133    2      3   0   1  2133
## 2134    3      3   1  NA  2134
## 2135    4      3   2  NA  2135
## 2136    5      3   3  NA  2136
## 2137    0      3  NA   0  2137
## 2138    1      3  NA   0  2138
## 2139    2      3  NA   1  2139
## 2140    3      3  NA  NA  2140
## 2141    4      3  NA  NA  2141
## 2142    5      3  NA  NA  2142
## 2143    0      3   0   0  2143
## 2144    1      3   0   0  2144
## 2145    2      3   0   1  2145
## 2146    3      3   1  NA  2146
## 2147    4      3   2  NA  2147
## 2148    5      3   3  NA  2148
## 2149    0      3   0   0  2149
## 2150    1      3   0   0  2150
## 2151    2      3   0   1  2151
## 2152    3      3   1  NA  2152
## 2153    4      3   2  NA  2153
## 2154    5      3   3  NA  2154
## 2155    0      3  NA   0  2155
## 2156    1      3  NA   0  2156
## 2157    2      3  NA   1  2157
## 2158    3      3  NA  NA  2158
## 2159    4      3  NA  NA  2159
## 2160    5      3  NA  NA  2160
## 2161    0      3   0   0  2161
## 2162    1      3   0   0  2162
## 2163    2      3   0   1  2163
## 2164    3      3   1  NA  2164
## 2165    4      3   2  NA  2165
## 2166    5      3   3  NA  2166
## 2167    0      3   0   0  2167
## 2168    1      3   0   0  2168
## 2169    2      3   0   1  2169
## 2170    3      3   1  NA  2170
## 2171    4      3   2  NA  2171
## 2172    5      3   3  NA  2172
## 2173    0      3   0   0  2173
## 2174    1      3   0   0  2174
## 2175    2      3   0   1  2175
## 2176    3      3   1  NA  2176
## 2177    4      3   2  NA  2177
## 2178    5      3   3  NA  2178
## 2179    0      3  NA   0  2179
## 2180    1      3  NA   0  2180
## 2181    2      3  NA   1  2181
## 2182    3      3  NA  NA  2182
## 2183    4      3  NA  NA  2183
## 2184    5      3  NA  NA  2184
## 2185    0      3  NA   0  2185
## 2186    1      3  NA   0  2186
## 2187    2      3  NA   1  2187
## 2188    3      3  NA  NA  2188
## 2189    4      3  NA  NA  2189
## 2190    5      3  NA  NA  2190
## 2191    0      3  NA   0  2191
## 2192    1      3  NA   0  2192
## 2193    2      3  NA   1  2193
## 2194    3      3  NA  NA  2194
## 2195    4      3  NA  NA  2195
## 2196    5      3  NA  NA  2196
## 2197    0      3   0   0  2197
## 2198    1      3   0   0  2198
## 2199    2      3   0   1  2199
## 2200    3      3   1  NA  2200
## 2201    4      3   2  NA  2201
## 2202    5      3   3  NA  2202
## 2203    0      3  NA   0  2203
## 2204    1      3  NA   0  2204
## 2205    2      3  NA   1  2205
## 2206    3      3  NA  NA  2206
## 2207    4      3  NA  NA  2207
## 2208    5      3  NA  NA  2208
## 2209    0      3  NA   0  2209
## 2210    1      3  NA   0  2210
## 2211    2      3  NA   1  2211
## 2212    3      3  NA  NA  2212
## 2213    4      3  NA  NA  2213
## 2214    5      3  NA  NA  2214
## 2215    0      3   0   0  2215
## 2216    1      3   0   0  2216
## 2217    2      3   0   1  2217
## 2218    3      3   1  NA  2218
## 2219    4      3   2  NA  2219
## 2220    5      3   3  NA  2220
## 2221    0      3  NA   0  2221
## 2222    1      3  NA   0  2222
## 2223    2      3  NA   1  2223
## 2224    3      3  NA  NA  2224
## 2225    4      3  NA  NA  2225
## 2226    5      3  NA  NA  2226
## 2227    0      3   0   0  2227
## 2228    1      3   0   0  2228
## 2229    2      3   0   1  2229
## 2230    3      3   1  NA  2230
## 2231    4      3   2  NA  2231
## 2232    5      3   3  NA  2232
## 2233    0      3  NA   0  2233
## 2234    1      3  NA   0  2234
## 2235    2      3  NA   1  2235
## 2236    3      3  NA  NA  2236
## 2237    4      3  NA  NA  2237
## 2238    5      3  NA  NA  2238
## 2239    0      3   0   0  2239
## 2240    1      3   0   0  2240
## 2241    2      3   0   1  2241
## 2242    3      3   1  NA  2242
## 2243    4      3   2  NA  2243
## 2244    5      3   3  NA  2244
## 2245    0      3  NA   0  2245
## 2246    1      3  NA   0  2246
## 2247    2      3  NA   1  2247
## 2248    3      3  NA  NA  2248
## 2249    4      3  NA  NA  2249
## 2250    5      3  NA  NA  2250
## 2251    0      3  NA   0  2251
## 2252    1      3  NA   0  2252
## 2253    2      3  NA   1  2253
## 2254    3      3  NA  NA  2254
## 2255    4      3  NA  NA  2255
## 2256    5      3  NA  NA  2256
## 2257    0      3  NA   0  2257
## 2258    1      3  NA   0  2258
## 2259    2      3  NA   1  2259
## 2260    3      3  NA  NA  2260
## 2261    4      3  NA  NA  2261
## 2262    5      3  NA  NA  2262
## 2263    0      3   0   0  2263
## 2264    1      3   0   0  2264
## 2265    2      3   0   1  2265
## 2266    3      3   1  NA  2266
## 2267    4      3   2  NA  2267
## 2268    5      3   3  NA  2268
## 2269    0      3  NA   0  2269
## 2270    1      3  NA   0  2270
## 2271    2      3  NA   1  2271
## 2272    3      3  NA  NA  2272
## 2273    4      3  NA  NA  2273
## 2274    5      3  NA  NA  2274
## 2275    0      3   0   0  2275
## 2276    1      3   0   0  2276
## 2277    2      3   0   1  2277
## 2278    3      3   1  NA  2278
## 2279    4      3   2  NA  2279
## 2280    5      3   3  NA  2280
## 2281    0      3   0   0  2281
## 2282    1      3   0   0  2282
## 2283    2      3   0   1  2283
## 2284    3      3   1  NA  2284
## 2285    4      3   2  NA  2285
## 2286    5      3   3  NA  2286
## 2287    0      3  NA   0  2287
## 2288    1      3  NA   0  2288
## 2289    2      3  NA   1  2289
## 2290    3      3  NA  NA  2290
## 2291    4      3  NA  NA  2291
## 2292    5      3  NA  NA  2292
## 2293    0      3  NA   0  2293
## 2294    1      3  NA   0  2294
## 2295    2      3  NA   1  2295
## 2296    3      3  NA  NA  2296
## 2297    4      3  NA  NA  2297
## 2298    5      3  NA  NA  2298
## 2299    0      3   0   0  2299
## 2300    1      3   0   0  2300
## 2301    2      3   0   1  2301
## 2302    3      3   1  NA  2302
## 2303    4      3   2  NA  2303
## 2304    5      3   3  NA  2304
## 2305    0      3   0   0  2305
## 2306    1      3   0   0  2306
## 2307    2      3   0   1  2307
## 2308    3      3   1  NA  2308
## 2309    4      3   2  NA  2309
## 2310    5      3   3  NA  2310
## 2311    0      3   0   0  2311
## 2312    1      3   0   0  2312
## 2313    2      3   0   1  2313
## 2314    3      3   1  NA  2314
## 2315    4      3   2  NA  2315
## 2316    5      3   3  NA  2316
## 2317    0      3  NA   0  2317
## 2318    1      3  NA   0  2318
## 2319    2      3  NA   1  2319
## 2320    3      3  NA  NA  2320
## 2321    4      3  NA  NA  2321
## 2322    5      3  NA  NA  2322
## 2323    0      2  NA   0  2323
## 2324    1      2  NA   1  2324
## 2325    2      2  NA  NA  2325
## 2326    3      2  NA  NA  2326
## 2327    4      2  NA  NA  2327
## 2328    5      2  NA  NA  2328
## 2329    0      2  NA   0  2329
## 2330    1      2  NA   1  2330
## 2331    2      2  NA  NA  2331
## 2332    3      2  NA  NA  2332
## 2333    4      2  NA  NA  2333
## 2334    5      2  NA  NA  2334
## 2335    0      2  NA   0  2335
## 2336    1      2  NA   1  2336
## 2337    2      2  NA  NA  2337
## 2338    3      2  NA  NA  2338
## 2339    4      2  NA  NA  2339
## 2340    5      2  NA  NA  2340
## 2341    0      2   0   0  2341
## 2342    1      2   0   1  2342
## 2343    2      2   1  NA  2343
## 2344    3      2   2  NA  2344
## 2345    4      2   3  NA  2345
## 2346    5      2   4  NA  2346
## 2347    0      2  NA   0  2347
## 2348    1      2  NA   1  2348
## 2349    2      2  NA  NA  2349
## 2350    3      2  NA  NA  2350
## 2351    4      2  NA  NA  2351
## 2352    5      2  NA  NA  2352
## 2353    0      2   0   0  2353
## 2354    1      2   0   1  2354
## 2355    2      2   1  NA  2355
## 2356    3      2   2  NA  2356
## 2357    4      2   3  NA  2357
## 2358    5      2   4  NA  2358
## 2359    0      2   0   0  2359
## 2360    1      2   0   1  2360
## 2361    2      2   1  NA  2361
## 2362    3      2   2  NA  2362
## 2363    4      2   3  NA  2363
## 2364    5      2   4  NA  2364
## 2365    0      2   0   0  2365
## 2366    1      2   0   1  2366
## 2367    2      2   1  NA  2367
## 2368    3      2   2  NA  2368
## 2369    4      2   3  NA  2369
## 2370    5      2   4  NA  2370
## 2371    0      2   0   0  2371
## 2372    1      2   0   1  2372
## 2373    2      2   1  NA  2373
## 2374    3      2   2  NA  2374
## 2375    4      2   3  NA  2375
## 2376    5      2   4  NA  2376
## 2377    0      2   0   0  2377
## 2378    1      2   0   1  2378
## 2379    2      2   1  NA  2379
## 2380    3      2   2  NA  2380
## 2381    4      2   3  NA  2381
## 2382    5      2   4  NA  2382
## 2383    0      2   0   0  2383
## 2384    1      2   0   1  2384
## 2385    2      2   1  NA  2385
## 2386    3      2   2  NA  2386
## 2387    4      2   3  NA  2387
## 2388    5      2   4  NA  2388
## 2389    0      2   0   0  2389
## 2390    1      2   0   1  2390
## 2391    2      2   1  NA  2391
## 2392    3      2   2  NA  2392
## 2393    4      2   3  NA  2393
## 2394    5      2   4  NA  2394
## 2395    0      2   0   0  2395
## 2396    1      2   0   1  2396
## 2397    2      2   1  NA  2397
## 2398    3      2   2  NA  2398
## 2399    4      2   3  NA  2399
## 2400    5      2   4  NA  2400
## 2401    0      2  NA   0  2401
## 2402    1      2  NA   1  2402
## 2403    2      2  NA  NA  2403
## 2404    3      2  NA  NA  2404
## 2405    4      2  NA  NA  2405
## 2406    5      2  NA  NA  2406
## 2407    0      2  NA   0  2407
## 2408    1      2  NA   1  2408
## 2409    2      2  NA  NA  2409
## 2410    3      2  NA  NA  2410
## 2411    4      2  NA  NA  2411
## 2412    5      2  NA  NA  2412
## 2413    0      2   0   0  2413
## 2414    1      2   0   1  2414
## 2415    2      2   1  NA  2415
## 2416    3      2   2  NA  2416
## 2417    4      2   3  NA  2417
## 2418    5      2   4  NA  2418
## 2419    0      2   0   0  2419
## 2420    1      2   0   1  2420
## 2421    2      2   1  NA  2421
## 2422    3      2   2  NA  2422
## 2423    4      2   3  NA  2423
## 2424    5      2   4  NA  2424
## 2425    0      2   0   0  2425
## 2426    1      2   0   1  2426
## 2427    2      2   1  NA  2427
## 2428    3      2   2  NA  2428
## 2429    4      2   3  NA  2429
## 2430    5      2   4  NA  2430
## 2431    0      2  NA   0  2431
## 2432    1      2  NA   1  2432
## 2433    2      2  NA  NA  2433
## 2434    3      2  NA  NA  2434
## 2435    4      2  NA  NA  2435
## 2436    5      2  NA  NA  2436
## 2437    0      2   0   0  2437
## 2438    1      2   0   1  2438
## 2439    2      2   1  NA  2439
## 2440    3      2   2  NA  2440
## 2441    4      2   3  NA  2441
## 2442    5      2   4  NA  2442
## 2443    0      2  NA   0  2443
## 2444    1      2  NA   1  2444
## 2445    2      2  NA  NA  2445
## 2446    3      2  NA  NA  2446
## 2447    4      2  NA  NA  2447
## 2448    5      2  NA  NA  2448
## 2449    0      2  NA   0  2449
## 2450    1      2  NA   1  2450
## 2451    2      2  NA  NA  2451
## 2452    3      2  NA  NA  2452
## 2453    4      2  NA  NA  2453
## 2454    5      2  NA  NA  2454
## 2455    0      2   0   0  2455
## 2456    1      2   0   1  2456
## 2457    2      2   1  NA  2457
## 2458    3      2   2  NA  2458
## 2459    4      2   3  NA  2459
## 2460    5      2   4  NA  2460
## 2461    0      2   0   0  2461
## 2462    1      2   0   1  2462
## 2463    2      2   1  NA  2463
## 2464    3      2   2  NA  2464
## 2465    4      2   3  NA  2465
## 2466    5      2   4  NA  2466
## 2467    0      2  NA   0  2467
## 2468    1      2  NA   1  2468
## 2469    2      2  NA  NA  2469
## 2470    3      2  NA  NA  2470
## 2471    4      2  NA  NA  2471
## 2472    5      2  NA  NA  2472
## 2473    0      2   0   0  2473
## 2474    1      2   0   1  2474
## 2475    2      2   1  NA  2475
## 2476    3      2   2  NA  2476
## 2477    4      2   3  NA  2477
## 2478    5      2   4  NA  2478
## 2479    0      2   0   0  2479
## 2480    1      2   0   1  2480
## 2481    2      2   1  NA  2481
## 2482    3      2   2  NA  2482
## 2483    4      2   3  NA  2483
## 2484    5      2   4  NA  2484
## 2485    0      2  NA   0  2485
## 2486    1      2  NA   1  2486
## 2487    2      2  NA  NA  2487
## 2488    3      2  NA  NA  2488
## 2489    4      2  NA  NA  2489
## 2490    5      2  NA  NA  2490
## 2491    0      2   0   0  2491
## 2492    1      2   0   1  2492
## 2493    2      2   1  NA  2493
## 2494    3      2   2  NA  2494
## 2495    4      2   3  NA  2495
## 2496    5      2   4  NA  2496
## 2497    0      2  NA   0  2497
## 2498    1      2  NA   1  2498
## 2499    2      2  NA  NA  2499
## 2500    3      2  NA  NA  2500
## 2501    4      2  NA  NA  2501
## 2502    5      2  NA  NA  2502
## 2503    0      2   0   0  2503
## 2504    1      2   0   1  2504
## 2505    2      2   1  NA  2505
## 2506    3      2   2  NA  2506
## 2507    4      2   3  NA  2507
## 2508    5      2   4  NA  2508
## 2509    0      2  NA   0  2509
## 2510    1      2  NA   1  2510
## 2511    2      2  NA  NA  2511
## 2512    3      2  NA  NA  2512
## 2513    4      2  NA  NA  2513
## 2514    5      2  NA  NA  2514
## 2515    0      2  NA   0  2515
## 2516    1      2  NA   1  2516
## 2517    2      2  NA  NA  2517
## 2518    3      2  NA  NA  2518
## 2519    4      2  NA  NA  2519
## 2520    5      2  NA  NA  2520
## 2521    0      2  NA   0  2521
## 2522    1      2  NA   1  2522
## 2523    2      2  NA  NA  2523
## 2524    3      2  NA  NA  2524
## 2525    4      2  NA  NA  2525
## 2526    5      2  NA  NA  2526
## 2527    0      2  NA   0  2527
## 2528    1      2  NA   1  2528
## 2529    2      2  NA  NA  2529
## 2530    3      2  NA  NA  2530
## 2531    4      2  NA  NA  2531
## 2532    5      2  NA  NA  2532
## 2533    0      2  NA   0  2533
## 2534    1      2  NA   1  2534
## 2535    2      2  NA  NA  2535
## 2536    3      2  NA  NA  2536
## 2537    4      2  NA  NA  2537
## 2538    5      2  NA  NA  2538
## 2539    0      2   0   0  2539
## 2540    1      2   0   1  2540
## 2541    2      2   1  NA  2541
## 2542    3      2   2  NA  2542
## 2543    4      2   3  NA  2543
## 2544    5      2   4  NA  2544
## 2545    0      2   0   0  2545
## 2546    1      2   0   1  2546
## 2547    2      2   1  NA  2547
## 2548    3      2   2  NA  2548
## 2549    4      2   3  NA  2549
## 2550    5      2   4  NA  2550
## 2551    0      2   0   0  2551
## 2552    1      2   0   1  2552
## 2553    2      2   1  NA  2553
## 2554    3      2   2  NA  2554
## 2555    4      2   3  NA  2555
## 2556    5      2   4  NA  2556
## 2557    0      2   0   0  2557
## 2558    1      2   0   1  2558
## 2559    2      2   1  NA  2559
## 2560    3      2   2  NA  2560
## 2561    4      2   3  NA  2561
## 2562    5      2   4  NA  2562
## 2563    0      2   0   0  2563
## 2564    1      2   0   1  2564
## 2565    2      2   1  NA  2565
## 2566    3      2   2  NA  2566
## 2567    4      2   3  NA  2567
## 2568    5      2   4  NA  2568
## 2569    0      2   0   0  2569
## 2570    1      2   0   1  2570
## 2571    2      2   1  NA  2571
## 2572    3      2   2  NA  2572
## 2573    4      2   3  NA  2573
## 2574    5      2   4  NA  2574
## 2575    0      2   0   0  2575
## 2576    1      2   0   1  2576
## 2577    2      2   1  NA  2577
## 2578    3      2   2  NA  2578
## 2579    4      2   3  NA  2579
## 2580    5      2   4  NA  2580
## 2581    0      2   0   0  2581
## 2582    1      2   0   1  2582
## 2583    2      2   1  NA  2583
## 2584    3      2   2  NA  2584
## 2585    4      2   3  NA  2585
## 2586    5      2   4  NA  2586
## 2587    0      2  NA   0  2587
## 2588    1      2  NA   1  2588
## 2589    2      2  NA  NA  2589
## 2590    3      2  NA  NA  2590
## 2591    4      2  NA  NA  2591
## 2592    5      2  NA  NA  2592
## 2593    0      2  NA   0  2593
## 2594    1      2  NA   1  2594
## 2595    2      2  NA  NA  2595
## 2596    3      2  NA  NA  2596
## 2597    4      2  NA  NA  2597
## 2598    5      2  NA  NA  2598
## 2599    0      2  NA   0  2599
## 2600    1      2  NA   1  2600
## 2601    2      2  NA  NA  2601
## 2602    3      2  NA  NA  2602
## 2603    4      2  NA  NA  2603
## 2604    5      2  NA  NA  2604
## 2605    0      2  NA   0  2605
## 2606    1      2  NA   1  2606
## 2607    2      2  NA  NA  2607
## 2608    3      2  NA  NA  2608
## 2609    4      2  NA  NA  2609
## 2610    5      2  NA  NA  2610
## 2611    0      2   0   0  2611
## 2612    1      2   0   1  2612
## 2613    2      2   1  NA  2613
## 2614    3      2   2  NA  2614
## 2615    4      2   3  NA  2615
## 2616    5      2   4  NA  2616
## 2617    0      2  NA   0  2617
## 2618    1      2  NA   1  2618
## 2619    2      2  NA  NA  2619
## 2620    3      2  NA  NA  2620
## 2621    4      2  NA  NA  2621
## 2622    5      2  NA  NA  2622
## 2623    0      2   0   0  2623
## 2624    1      2   0   1  2624
## 2625    2      2   1  NA  2625
## 2626    3      2   2  NA  2626
## 2627    4      2   3  NA  2627
## 2628    5      2   4  NA  2628
## 2629    0      2   0   0  2629
## 2630    1      2   0   1  2630
## 2631    2      2   1  NA  2631
## 2632    3      2   2  NA  2632
## 2633    4      2   3  NA  2633
## 2634    5      2   4  NA  2634
## 2635    0      1   0   1  2635
## 2636    1      1   1  NA  2636
## 2637    2      1   2  NA  2637
## 2638    3      1   3  NA  2638
## 2639    4      1   4  NA  2639
## 2640    5      1   5  NA  2640
## 2641    0      1   0   1  2641
## 2642    1      1   1  NA  2642
## 2643    2      1   2  NA  2643
## 2644    3      1   3  NA  2644
## 2645    4      1   4  NA  2645
## 2646    5      1   5  NA  2646
## 2647    0      1  NA   1  2647
## 2648    1      1  NA  NA  2648
## 2649    2      1  NA  NA  2649
## 2650    3      1  NA  NA  2650
## 2651    4      1  NA  NA  2651
## 2652    5      1  NA  NA  2652
## 2653    0      1   0   1  2653
## 2654    1      1   1  NA  2654
## 2655    2      1   2  NA  2655
## 2656    3      1   3  NA  2656
## 2657    4      1   4  NA  2657
## 2658    5      1   5  NA  2658
## 2659    0      1  NA   1  2659
## 2660    1      1  NA  NA  2660
## 2661    2      1  NA  NA  2661
## 2662    3      1  NA  NA  2662
## 2663    4      1  NA  NA  2663
## 2664    5      1  NA  NA  2664
## 2665    0      1   0   1  2665
## 2666    1      1   1  NA  2666
## 2667    2      1   2  NA  2667
## 2668    3      1   3  NA  2668
## 2669    4      1   4  NA  2669
## 2670    5      1   5  NA  2670
## 2671    0      1   0   1  2671
## 2672    1      1   1  NA  2672
## 2673    2      1   2  NA  2673
## 2674    3      1   3  NA  2674
## 2675    4      1   4  NA  2675
## 2676    5      1   5  NA  2676
## 2677    0      1  NA   1  2677
## 2678    1      1  NA  NA  2678
## 2679    2      1  NA  NA  2679
## 2680    3      1  NA  NA  2680
## 2681    4      1  NA  NA  2681
## 2682    5      1  NA  NA  2682
## 2683    0      1   0   1  2683
## 2684    1      1   1  NA  2684
## 2685    2      1   2  NA  2685
## 2686    3      1   3  NA  2686
## 2687    4      1   4  NA  2687
## 2688    5      1   5  NA  2688
## 2689    0      1   0   1  2689
## 2690    1      1   1  NA  2690
## 2691    2      1   2  NA  2691
## 2692    3      1   3  NA  2692
## 2693    4      1   4  NA  2693
## 2694    5      1   5  NA  2694
## 2695    0      1  NA   1  2695
## 2696    1      1  NA  NA  2696
## 2697    2      1  NA  NA  2697
## 2698    3      1  NA  NA  2698
## 2699    4      1  NA  NA  2699
## 2700    5      1  NA  NA  2700
## 2701    0      1   0   1  2701
## 2702    1      1   1  NA  2702
## 2703    2      1   2  NA  2703
## 2704    3      1   3  NA  2704
## 2705    4      1   4  NA  2705
## 2706    5      1   5  NA  2706
## 2707    0      1   0   1  2707
## 2708    1      1   1  NA  2708
## 2709    2      1   2  NA  2709
## 2710    3      1   3  NA  2710
## 2711    4      1   4  NA  2711
## 2712    5      1   5  NA  2712
## 2713    0      1   0   1  2713
## 2714    1      1   1  NA  2714
## 2715    2      1   2  NA  2715
## 2716    3      1   3  NA  2716
## 2717    4      1   4  NA  2717
## 2718    5      1   5  NA  2718
## 2719    0      1  NA   1  2719
## 2720    1      1  NA  NA  2720
## 2721    2      1  NA  NA  2721
## 2722    3      1  NA  NA  2722
## 2723    4      1  NA  NA  2723
## 2724    5      1  NA  NA  2724
## 2725    0      1  NA   1  2725
## 2726    1      1  NA  NA  2726
## 2727    2      1  NA  NA  2727
## 2728    3      1  NA  NA  2728
## 2729    4      1  NA  NA  2729
## 2730    5      1  NA  NA  2730
## 2731    0      1   0   1  2731
## 2732    1      1   1  NA  2732
## 2733    2      1   2  NA  2733
## 2734    3      1   3  NA  2734
## 2735    4      1   4  NA  2735
## 2736    5      1   5  NA  2736
## 2737    0      1   0   1  2737
## 2738    1      1   1  NA  2738
## 2739    2      1   2  NA  2739
## 2740    3      1   3  NA  2740
## 2741    4      1   4  NA  2741
## 2742    5      1   5  NA  2742
## 2743    0      1   0   1  2743
## 2744    1      1   1  NA  2744
## 2745    2      1   2  NA  2745
## 2746    3      1   3  NA  2746
## 2747    4      1   4  NA  2747
## 2748    5      1   5  NA  2748
## 2749    0      1   0   1  2749
## 2750    1      1   1  NA  2750
## 2751    2      1   2  NA  2751
## 2752    3      1   3  NA  2752
## 2753    4      1   4  NA  2753
## 2754    5      1   5  NA  2754
## 2755    0      1   0   1  2755
## 2756    1      1   1  NA  2756
## 2757    2      1   2  NA  2757
## 2758    3      1   3  NA  2758
## 2759    4      1   4  NA  2759
## 2760    5      1   5  NA  2760
## 2761    0      1   0   1  2761
## 2762    1      1   1  NA  2762
## 2763    2      1   2  NA  2763
## 2764    3      1   3  NA  2764
## 2765    4      1   4  NA  2765
## 2766    5      1   5  NA  2766
## 2767    0      1   0   1  2767
## 2768    1      1   1  NA  2768
## 2769    2      1   2  NA  2769
## 2770    3      1   3  NA  2770
## 2771    4      1   4  NA  2771
## 2772    5      1   5  NA  2772
## 2773    0      1   0   1  2773
## 2774    1      1   1  NA  2774
## 2775    2      1   2  NA  2775
## 2776    3      1   3  NA  2776
## 2777    4      1   4  NA  2777
## 2778    5      1   5  NA  2778
## 2779    0      1   0   1  2779
## 2780    1      1   1  NA  2780
## 2781    2      1   2  NA  2781
## 2782    3      1   3  NA  2782
## 2783    4      1   4  NA  2783
## 2784    5      1   5  NA  2784
## 2785    0      1  NA   1  2785
## 2786    1      1  NA  NA  2786
## 2787    2      1  NA  NA  2787
## 2788    3      1  NA  NA  2788
## 2789    4      1  NA  NA  2789
## 2790    5      1  NA  NA  2790
## 2791    0      1   0   1  2791
## 2792    1      1   1  NA  2792
## 2793    2      1   2  NA  2793
## 2794    3      1   3  NA  2794
## 2795    4      1   4  NA  2795
## 2796    5      1   5  NA  2796
## 2797    0      1  NA   1  2797
## 2798    1      1  NA  NA  2798
## 2799    2      1  NA  NA  2799
## 2800    3      1  NA  NA  2800
## 2801    4      1  NA  NA  2801
## 2802    5      1  NA  NA  2802
## 2803    0      1   0   1  2803
## 2804    1      1   1  NA  2804
## 2805    2      1   2  NA  2805
## 2806    3      1   3  NA  2806
## 2807    4      1   4  NA  2807
## 2808    5      1   5  NA  2808
## 2809    0      1   0   1  2809
## 2810    1      1   1  NA  2810
## 2811    2      1   2  NA  2811
## 2812    3      1   3  NA  2812
## 2813    4      1   4  NA  2813
## 2814    5      1   5  NA  2814
## 2815    0      1   0   1  2815
## 2816    1      1   1  NA  2816
## 2817    2      1   2  NA  2817
## 2818    3      1   3  NA  2818
## 2819    4      1   4  NA  2819
## 2820    5      1   5  NA  2820
## 2821    0      1   0   1  2821
## 2822    1      1   1  NA  2822
## 2823    2      1   2  NA  2823
## 2824    3      1   3  NA  2824
## 2825    4      1   4  NA  2825
## 2826    5      1   5  NA  2826
## 2827    0      1  NA   1  2827
## 2828    1      1  NA  NA  2828
## 2829    2      1  NA  NA  2829
## 2830    3      1  NA  NA  2830
## 2831    4      1  NA  NA  2831
## 2832    5      1  NA  NA  2832
## 2833    0      1   0   1  2833
## 2834    1      1   1  NA  2834
## 2835    2      1   2  NA  2835
## 2836    3      1   3  NA  2836
## 2837    4      1   4  NA  2837
## 2838    5      1   5  NA  2838
## 2839    0      1  NA   1  2839
## 2840    1      1  NA  NA  2840
## 2841    2      1  NA  NA  2841
## 2842    3      1  NA  NA  2842
## 2843    4      1  NA  NA  2843
## 2844    5      1  NA  NA  2844
## 2845    0      1  NA   1  2845
## 2846    1      1  NA  NA  2846
## 2847    2      1  NA  NA  2847
## 2848    3      1  NA  NA  2848
## 2849    4      1  NA  NA  2849
## 2850    5      1  NA  NA  2850
## 2851    0      1   0   1  2851
## 2852    1      1   1  NA  2852
## 2853    2      1   2  NA  2853
## 2854    3      1   3  NA  2854
## 2855    4      1   4  NA  2855
## 2856    5      1   5  NA  2856
## 2857    0      1   0   1  2857
## 2858    1      1   1  NA  2858
## 2859    2      1   2  NA  2859
## 2860    3      1   3  NA  2860
## 2861    4      1   4  NA  2861
## 2862    5      1   5  NA  2862
## 2863    0      1   0   1  2863
## 2864    1      1   1  NA  2864
## 2865    2      1   2  NA  2865
## 2866    3      1   3  NA  2866
## 2867    4      1   4  NA  2867
## 2868    5      1   5  NA  2868
## 2869    0      1   0   1  2869
## 2870    1      1   1  NA  2870
## 2871    2      1   2  NA  2871
## 2872    3      1   3  NA  2872
## 2873    4      1   4  NA  2873
## 2874    5      1   5  NA  2874
## 2875    0      1   0   1  2875
## 2876    1      1   1  NA  2876
## 2877    2      1   2  NA  2877
## 2878    3      1   3  NA  2878
## 2879    4      1   4  NA  2879
## 2880    5      1   5  NA  2880
## 2881    0      1  NA   1  2881
## 2882    1      1  NA  NA  2882
## 2883    2      1  NA  NA  2883
## 2884    3      1  NA  NA  2884
## 2885    4      1  NA  NA  2885
## 2886    5      1  NA  NA  2886
## 2887    0      1   0   1  2887
## 2888    1      1   1  NA  2888
## 2889    2      1   2  NA  2889
## 2890    3      1   3  NA  2890
## 2891    4      1   4  NA  2891
## 2892    5      1   5  NA  2892
## 2893    0      1   0   1  2893
## 2894    1      1   1  NA  2894
## 2895    2      1   2  NA  2895
## 2896    3      1   3  NA  2896
## 2897    4      1   4  NA  2897
## 2898    5      1   5  NA  2898
## 2899    0      1  NA   1  2899
## 2900    1      1  NA  NA  2900
## 2901    2      1  NA  NA  2901
## 2902    3      1  NA  NA  2902
## 2903    4      1  NA  NA  2903
## 2904    5      1  NA  NA  2904
## 2905    0      1   0   1  2905
## 2906    1      1   1  NA  2906
## 2907    2      1   2  NA  2907
## 2908    3      1   3  NA  2908
## 2909    4      1   4  NA  2909
## 2910    5      1   5  NA  2910
## 2911    0      1   0   1  2911
## 2912    1      1   1  NA  2912
## 2913    2      1   2  NA  2913
## 2914    3      1   3  NA  2914
## 2915    4      1   4  NA  2915
## 2916    5      1   5  NA  2916
## 2917    0      1  NA   1  2917
## 2918    1      1  NA  NA  2918
## 2919    2      1  NA  NA  2919
## 2920    3      1  NA  NA  2920
## 2921    4      1  NA  NA  2921
## 2922    5      1  NA  NA  2922
## 2923    0      1  NA   1  2923
## 2924    1      1  NA  NA  2924
## 2925    2      1  NA  NA  2925
## 2926    3      1  NA  NA  2926
## 2927    4      1  NA  NA  2927
## 2928    5      1  NA  NA  2928
## 2929    0      0  NA  NA  2929
## 2930    1      0  NA  NA  2930
## 2931    2      0  NA  NA  2931
## 2932    3      0  NA  NA  2932
## 2933    4      0  NA  NA  2933
## 2934    5      0  NA  NA  2934
## 2935    0      0   1  NA  2935
## 2936    1      0   2  NA  2936
## 2937    2      0   3  NA  2937
## 2938    3      0   4  NA  2938
## 2939    4      0   5  NA  2939
## 2940    5      0   6  NA  2940
## 2941    0      0   1  NA  2941
## 2942    1      0   2  NA  2942
## 2943    2      0   3  NA  2943
## 2944    3      0   4  NA  2944
## 2945    4      0   5  NA  2945
## 2946    5      0   6  NA  2946
## 2947    0      0   1  NA  2947
## 2948    1      0   2  NA  2948
## 2949    2      0   3  NA  2949
## 2950    3      0   4  NA  2950
## 2951    4      0   5  NA  2951
## 2952    5      0   6  NA  2952
## 2953    0      0  NA  NA  2953
## 2954    1      0  NA  NA  2954
## 2955    2      0  NA  NA  2955
## 2956    3      0  NA  NA  2956
## 2957    4      0  NA  NA  2957
## 2958    5      0  NA  NA  2958
## 2959    0      0   1  NA  2959
## 2960    1      0   2  NA  2960
## 2961    2      0   3  NA  2961
## 2962    3      0   4  NA  2962
## 2963    4      0   5  NA  2963
## 2964    5      0   6  NA  2964
## 2965    0      0   1  NA  2965
## 2966    1      0   2  NA  2966
## 2967    2      0   3  NA  2967
## 2968    3      0   4  NA  2968
## 2969    4      0   5  NA  2969
## 2970    5      0   6  NA  2970
## 2971    0      0   1  NA  2971
## 2972    1      0   2  NA  2972
## 2973    2      0   3  NA  2973
## 2974    3      0   4  NA  2974
## 2975    4      0   5  NA  2975
## 2976    5      0   6  NA  2976
## 2977    0      0  NA  NA  2977
## 2978    1      0  NA  NA  2978
## 2979    2      0  NA  NA  2979
## 2980    3      0  NA  NA  2980
## 2981    4      0  NA  NA  2981
## 2982    5      0  NA  NA  2982
## 2983    0      0   1  NA  2983
## 2984    1      0   2  NA  2984
## 2985    2      0   3  NA  2985
## 2986    3      0   4  NA  2986
## 2987    4      0   5  NA  2987
## 2988    5      0   6  NA  2988
## 2989    0      0   1  NA  2989
## 2990    1      0   2  NA  2990
## 2991    2      0   3  NA  2991
## 2992    3      0   4  NA  2992
## 2993    4      0   5  NA  2993
## 2994    5      0   6  NA  2994
## 2995    0      0  NA  NA  2995
## 2996    1      0  NA  NA  2996
## 2997    2      0  NA  NA  2997
## 2998    3      0  NA  NA  2998
## 2999    4      0  NA  NA  2999
## 3000    5      0  NA  NA  3000
## 3001    0      0   1  NA  3001
## 3002    1      0   2  NA  3002
## 3003    2      0   3  NA  3003
## 3004    3      0   4  NA  3004
## 3005    4      0   5  NA  3005
## 3006    5      0   6  NA  3006
## 3007    0      0  NA  NA  3007
## 3008    1      0  NA  NA  3008
## 3009    2      0  NA  NA  3009
## 3010    3      0  NA  NA  3010
## 3011    4      0  NA  NA  3011
## 3012    5      0  NA  NA  3012
## 3013    0      0  NA  NA  3013
## 3014    1      0  NA  NA  3014
## 3015    2      0  NA  NA  3015
## 3016    3      0  NA  NA  3016
## 3017    4      0  NA  NA  3017
## 3018    5      0  NA  NA  3018
## 3019    0      0   1  NA  3019
## 3020    1      0   2  NA  3020
## 3021    2      0   3  NA  3021
## 3022    3      0   4  NA  3022
## 3023    4      0   5  NA  3023
## 3024    5      0   6  NA  3024
## 3025    0      0   1  NA  3025
## 3026    1      0   2  NA  3026
## 3027    2      0   3  NA  3027
## 3028    3      0   4  NA  3028
## 3029    4      0   5  NA  3029
## 3030    5      0   6  NA  3030
## 3031    0      0  NA  NA  3031
## 3032    1      0  NA  NA  3032
## 3033    2      0  NA  NA  3033
## 3034    3      0  NA  NA  3034
## 3035    4      0  NA  NA  3035
## 3036    5      0  NA  NA  3036
## 3037    0      0   1  NA  3037
## 3038    1      0   2  NA  3038
## 3039    2      0   3  NA  3039
## 3040    3      0   4  NA  3040
## 3041    4      0   5  NA  3041
## 3042    5      0   6  NA  3042
## 3043    0      0   1  NA  3043
## 3044    1      0   2  NA  3044
## 3045    2      0   3  NA  3045
## 3046    3      0   4  NA  3046
## 3047    4      0   5  NA  3047
## 3048    5      0   6  NA  3048
## 3049    0      0   1  NA  3049
## 3050    1      0   2  NA  3050
## 3051    2      0   3  NA  3051
## 3052    3      0   4  NA  3052
## 3053    4      0   5  NA  3053
## 3054    5      0   6  NA  3054
## 3055    0      0  NA  NA  3055
## 3056    1      0  NA  NA  3056
## 3057    2      0  NA  NA  3057
## 3058    3      0  NA  NA  3058
## 3059    4      0  NA  NA  3059
## 3060    5      0  NA  NA  3060
## 3061    0      0   1  NA  3061
## 3062    1      0   2  NA  3062
## 3063    2      0   3  NA  3063
## 3064    3      0   4  NA  3064
## 3065    4      0   5  NA  3065
## 3066    5      0   6  NA  3066
## 3067    0      0   1  NA  3067
## 3068    1      0   2  NA  3068
## 3069    2      0   3  NA  3069
## 3070    3      0   4  NA  3070
## 3071    4      0   5  NA  3071
## 3072    5      0   6  NA  3072
## 3073    0      0   1  NA  3073
## 3074    1      0   2  NA  3074
## 3075    2      0   3  NA  3075
## 3076    3      0   4  NA  3076
## 3077    4      0   5  NA  3077
## 3078    5      0   6  NA  3078
## 3079    0      0   1  NA  3079
## 3080    1      0   2  NA  3080
## 3081    2      0   3  NA  3081
## 3082    3      0   4  NA  3082
## 3083    4      0   5  NA  3083
## 3084    5      0   6  NA  3084
## 3085    0      0   1  NA  3085
## 3086    1      0   2  NA  3086
## 3087    2      0   3  NA  3087
## 3088    3      0   4  NA  3088
## 3089    4      0   5  NA  3089
## 3090    5      0   6  NA  3090
## 3091    0      0   1  NA  3091
## 3092    1      0   2  NA  3092
## 3093    2      0   3  NA  3093
## 3094    3      0   4  NA  3094
## 3095    4      0   5  NA  3095
## 3096    5      0   6  NA  3096
## 3097    0      0   1  NA  3097
## 3098    1      0   2  NA  3098
## 3099    2      0   3  NA  3099
## 3100    3      0   4  NA  3100
## 3101    4      0   5  NA  3101
## 3102    5      0   6  NA  3102
## 3103    0      0   1  NA  3103
## 3104    1      0   2  NA  3104
## 3105    2      0   3  NA  3105
## 3106    3      0   4  NA  3106
## 3107    4      0   5  NA  3107
## 3108    5      0   6  NA  3108
## 3109    0      0   1  NA  3109
## 3110    1      0   2  NA  3110
## 3111    2      0   3  NA  3111
## 3112    3      0   4  NA  3112
## 3113    4      0   5  NA  3113
## 3114    5      0   6  NA  3114
## 3115    0      0   1  NA  3115
## 3116    1      0   2  NA  3116
## 3117    2      0   3  NA  3117
## 3118    3      0   4  NA  3118
## 3119    4      0   5  NA  3119
## 3120    5      0   6  NA  3120
## 3121    0      0   1  NA  3121
## 3122    1      0   2  NA  3122
## 3123    2      0   3  NA  3123
## 3124    3      0   4  NA  3124
## 3125    4      0   5  NA  3125
## 3126    5      0   6  NA  3126
## 3127    0      0   1  NA  3127
## 3128    1      0   2  NA  3128
## 3129    2      0   3  NA  3129
## 3130    3      0   4  NA  3130
## 3131    4      0   5  NA  3131
## 3132    5      0   6  NA  3132
## 3133    0      0   1  NA  3133
## 3134    1      0   2  NA  3134
## 3135    2      0   3  NA  3135
## 3136    3      0   4  NA  3136
## 3137    4      0   5  NA  3137
## 3138    5      0   6  NA  3138
## 3139    0      0   1  NA  3139
## 3140    1      0   2  NA  3140
## 3141    2      0   3  NA  3141
## 3142    3      0   4  NA  3142
## 3143    4      0   5  NA  3143
## 3144    5      0   6  NA  3144
## 3145    0      0   1  NA  3145
## 3146    1      0   2  NA  3146
## 3147    2      0   3  NA  3147
## 3148    3      0   4  NA  3148
## 3149    4      0   5  NA  3149
## 3150    5      0   6  NA  3150
## 3151    0      0   1  NA  3151
## 3152    1      0   2  NA  3152
## 3153    2      0   3  NA  3153
## 3154    3      0   4  NA  3154
## 3155    4      0   5  NA  3155
## 3156    5      0   6  NA  3156
## 3157    0      0   1  NA  3157
## 3158    1      0   2  NA  3158
## 3159    2      0   3  NA  3159
## 3160    3      0   4  NA  3160
## 3161    4      0   5  NA  3161
## 3162    5      0   6  NA  3162
## 
## $design.parameters
## $design.parameters$Phi
## $design.parameters$Phi$begin
## [1] 0
## 
## $design.parameters$Phi$num
## [1] -1
## 
## $design.parameters$Phi$default
## [1] 1
## 
## $design.parameters$Phi$type
## [1] "Triang"
## 
## $design.parameters$Phi$link
## [1] "logit"
## 
## $design.parameters$Phi$formula
## ~1
## NULL
## 
## $design.parameters$Phi$bystratum
## [1] FALSE
## 
## $design.parameters$Phi$tostrata
## [1] FALSE
## 
## $design.parameters$Phi$cjs
## [1] FALSE
## 
## $design.parameters$Phi$whichlevel
## [1] 0
## 
## $design.parameters$Phi$interval
## [1] TRUE
## 
## $design.parameters$Phi$nointercept
## [1] FALSE
## 
## $design.parameters$Phi$obs
## [1] FALSE
## 
## $design.parameters$Phi$firstonly
## [1] "FALSE"
## 
## 
## $design.parameters$p
## $design.parameters$p$begin
## [1] 1
## 
## $design.parameters$p$num
## [1] -1
## 
## $design.parameters$p$default
## [1] 0
## 
## $design.parameters$p$type
## [1] "Triang"
## 
## $design.parameters$p$link
## [1] "logit"
## 
## $design.parameters$p$formula
## ~1
## NULL
## 
## $design.parameters$p$bystratum
## [1] FALSE
## 
## $design.parameters$p$tostrata
## [1] FALSE
## 
## $design.parameters$p$cjs
## [1] TRUE
## 
## $design.parameters$p$whichlevel
## [1] 0
## 
## $design.parameters$p$interval
## [1] FALSE
## 
## $design.parameters$p$nointercept
## [1] FALSE
## 
## $design.parameters$p$obs
## [1] FALSE
## 
## $design.parameters$p$firstonly
## [1] "FALSE"
## 
## 
## 
## $ehmat
##        [,1] [,2] [,3] [,4] [,5] [,6] [,7]
##   [1,]    0    0    0    0    0    1    0
##   [2,]    0    0    0    0    0    1    0
##   [3,]    0    0    0    0    0    1    0
##   [4,]    0    0    0    0    0    1    0
##   [5,]    0    0    0    0    0    1    0
##   [6,]    0    0    0    0    0    1    0
##   [7,]    0    0    0    0    0    1    0
##   [8,]    0    0    0    0    0    1    0
##   [9,]    0    0    0    0    0    1    0
##  [10,]    0    0    0    0    0    1    0
##  [11,]    0    0    0    0    0    1    0
##  [12,]    0    0    0    0    0    1    0
##  [13,]    0    0    0    0    0    1    0
##  [14,]    0    0    0    0    0    1    0
##  [15,]    0    0    0    0    0    1    0
##  [16,]    0    0    0    0    0    1    0
##  [17,]    0    0    0    0    0    1    0
##  [18,]    0    0    0    0    0    1    0
##  [19,]    0    0    0    0    0    1    0
##  [20,]    0    0    0    0    0    1    0
##  [21,]    0    0    0    0    0    1    0
##  [22,]    0    0    0    0    0    1    0
##  [23,]    0    0    0    0    0    1    0
##  [24,]    0    0    0    0    0    1    1
##  [25,]    0    0    0    0    0    1    1
##  [26,]    0    0    0    0    0    1    1
##  [27,]    0    0    0    0    0    1    1
##  [28,]    0    0    0    0    0    1    1
##  [29,]    0    0    0    0    0    1    1
##  [30,]    0    0    0    0    0    1    1
##  [31,]    0    0    0    0    0    1    1
##  [32,]    0    0    0    0    0    1    1
##  [33,]    0    0    0    0    0    1    1
##  [34,]    0    0    0    0    0    1    1
##  [35,]    0    0    0    0    0    1    1
##  [36,]    0    0    0    0    0    1    1
##  [37,]    0    0    0    0    0    1    1
##  [38,]    0    0    0    0    0    1    1
##  [39,]    0    0    0    0    0    1    1
##  [40,]    0    0    0    0    0    1    1
##  [41,]    0    0    0    0    0    1    1
##  [42,]    0    0    0    0    0    1    1
##  [43,]    0    0    0    0    0    1    1
##  [44,]    0    0    0    0    0    1    1
##  [45,]    0    0    0    0    0    1    1
##  [46,]    0    0    0    0    0    1    1
##  [47,]    0    0    0    0    1    0    0
##  [48,]    0    0    0    0    1    0    0
##  [49,]    0    0    0    0    1    0    0
##  [50,]    0    0    0    0    1    0    0
##  [51,]    0    0    0    0    1    0    0
##  [52,]    0    0    0    0    1    0    0
##  [53,]    0    0    0    0    1    0    0
##  [54,]    0    0    0    0    1    0    0
##  [55,]    0    0    0    0    1    0    0
##  [56,]    0    0    0    0    1    0    0
##  [57,]    0    0    0    0    1    0    0
##  [58,]    0    0    0    0    1    0    0
##  [59,]    0    0    0    0    1    0    0
##  [60,]    0    0    0    0    1    0    0
##  [61,]    0    0    0    0    1    0    0
##  [62,]    0    0    0    0    1    0    0
##  [63,]    0    0    0    0    1    1    0
##  [64,]    0    0    0    0    1    1    0
##  [65,]    0    0    0    0    1    1    0
##  [66,]    0    0    0    0    1    1    0
##  [67,]    0    0    0    0    1    1    0
##  [68,]    0    0    0    0    1    1    0
##  [69,]    0    0    0    0    1    1    0
##  [70,]    0    0    0    0    1    1    0
##  [71,]    0    0    0    0    1    1    0
##  [72,]    0    0    0    0    1    0    0
##  [73,]    0    0    0    0    1    0    0
##  [74,]    0    0    0    0    1    1    1
##  [75,]    0    0    0    0    1    0    0
##  [76,]    0    0    0    0    1    1    0
##  [77,]    0    0    0    0    1    0    0
##  [78,]    0    0    0    0    1    1    1
##  [79,]    0    0    0    0    1    1    1
##  [80,]    0    0    0    0    1    1    1
##  [81,]    0    0    0    0    1    1    1
##  [82,]    0    0    0    0    1    1    1
##  [83,]    0    0    0    0    1    0    0
##  [84,]    0    0    0    0    1    1    1
##  [85,]    0    0    0    0    1    1    1
##  [86,]    0    0    0    0    1    1    1
##  [87,]    0    0    0    0    1    1    1
##  [88,]    0    0    0    1    0    0    0
##  [89,]    0    0    0    1    0    0    0
##  [90,]    0    0    0    1    0    0    0
##  [91,]    0    0    0    1    0    0    0
##  [92,]    0    0    0    1    0    0    0
##  [93,]    0    0    0    1    0    0    0
##  [94,]    0    0    0    1    0    0    0
##  [95,]    0    0    0    1    0    0    0
##  [96,]    0    0    0    1    0    0    0
##  [97,]    0    0    0    1    0    0    0
##  [98,]    0    0    0    1    0    0    0
##  [99,]    0    0    0    1    0    0    0
## [100,]    0    0    0    1    0    0    0
## [101,]    0    0    0    1    0    0    0
## [102,]    0    0    0    1    0    0    0
## [103,]    0    0    0    1    0    0    0
## [104,]    0    0    0    1    0    0    1
## [105,]    0    0    0    1    0    0    1
## [106,]    0    0    0    1    0    1    0
## [107,]    0    0    0    1    1    0    0
## [108,]    0    0    0    1    1    0    0
## [109,]    0    0    0    1    0    0    0
## [110,]    0    0    0    1    1    0    0
## [111,]    0    0    0    1    1    0    0
## [112,]    0    0    0    1    1    0    0
## [113,]    0    0    0    1    1    0    0
## [114,]    0    0    0    1    1    0    0
## [115,]    0    0    0    1    1    0    0
## [116,]    0    0    0    1    1    0    0
## [117,]    0    0    0    1    1    0    0
## [118,]    0    0    0    1    1    1    0
## [119,]    0    0    0    1    1    1    0
## [120,]    0    0    0    1    1    0    0
## [121,]    0    0    0    1    1    1    0
## [122,]    0    0    0    1    1    1    0
## [123,]    0    0    0    1    1    1    0
## [124,]    0    0    0    1    1    1    0
## [125,]    0    0    0    1    1    1    1
## [126,]    0    0    0    1    1    1    1
## [127,]    0    0    0    1    1    1    1
## [128,]    0    0    0    1    1    1    1
## [129,]    0    0    0    1    1    1    1
## [130,]    0    0    0    1    1    1    1
## [131,]    0    0    0    1    1    1    1
## [132,]    0    0    0    1    1    1    1
## [133,]    0    0    1    0    0    0    0
## [134,]    0    0    1    0    0    0    0
## [135,]    0    0    1    0    0    0    0
## [136,]    0    0    1    0    0    0    0
## [137,]    0    0    1    0    0    0    0
## [138,]    0    0    1    0    0    0    0
## [139,]    0    0    1    0    0    0    0
## [140,]    0    0    1    0    0    0    0
## [141,]    0    0    1    0    0    0    0
## [142,]    0    0    1    0    0    0    0
## [143,]    0    0    1    0    0    0    0
## [144,]    0    0    1    0    0    0    0
## [145,]    0    0    1    0    0    0    0
## [146,]    0    0    1    0    0    0    0
## [147,]    0    0    1    0    0    0    0
## [148,]    0    0    1    0    0    0    0
## [149,]    0    0    1    0    0    0    0
## [150,]    0    0    1    0    0    0    0
## [151,]    0    0    1    0    0    0    0
## [152,]    0    0    1    0    0    0    0
## [153,]    0    0    1    0    0    0    0
## [154,]    0    0    1    0    0    0    0
## [155,]    0    0    1    0    0    0    0
## [156,]    0    0    1    0    0    0    0
## [157,]    0    0    1    0    0    0    0
## [158,]    0    0    1    0    0    0    0
## [159,]    0    0    1    0    0    0    0
## [160,]    0    0    1    0    0    0    0
## [161,]    0    0    1    0    0    0    0
## [162,]    0    0    1    0    1    1    0
## [163,]    0    0    1    1    0    0    0
## [164,]    0    0    1    1    0    0    0
## [165,]    0    0    1    1    0    0    0
## [166,]    0    0    1    1    0    0    0
## [167,]    0    0    1    1    0    0    0
## [168,]    0    0    1    1    0    0    0
## [169,]    0    0    1    1    0    0    0
## [170,]    0    0    1    1    0    0    0
## [171,]    0    0    1    1    0    0    0
## [172,]    0    0    1    1    0    0    0
## [173,]    0    0    1    1    0    0    0
## [174,]    0    0    1    1    0    0    0
## [175,]    0    0    1    1    1    0    0
## [176,]    0    0    1    1    1    0    0
## [177,]    0    0    1    1    1    0    0
## [178,]    0    0    1    1    1    0    0
## [179,]    0    0    1    1    1    0    0
## [180,]    0    0    1    1    1    0    0
## [181,]    0    0    1    1    0    0    0
## [182,]    0    0    1    1    1    1    0
## [183,]    0    0    1    1    1    1    1
## [184,]    0    0    1    1    1    1    1
## [185,]    0    1    0    0    0    0    0
## [186,]    0    1    0    0    0    0    0
## [187,]    0    1    0    0    0    0    0
## [188,]    0    1    0    0    0    0    0
## [189,]    0    1    0    0    0    0    0
## [190,]    0    1    0    0    0    0    0
## [191,]    0    1    0    0    0    0    0
## [192,]    0    1    0    0    0    0    0
## [193,]    0    1    0    0    0    0    0
## [194,]    0    1    0    0    0    0    0
## [195,]    0    1    0    0    0    0    0
## [196,]    0    1    0    0    0    0    0
## [197,]    0    1    0    0    0    0    0
## [198,]    0    1    0    0    0    0    0
## [199,]    0    1    0    0    0    0    0
## [200,]    0    1    0    0    0    0    0
## [201,]    0    1    0    0    0    0    0
## [202,]    0    1    0    0    0    0    0
## [203,]    0    1    0    0    0    0    0
## [204,]    0    1    0    0    0    0    0
## [205,]    0    1    0    0    0    0    0
## [206,]    0    1    0    0    0    0    0
## [207,]    0    1    0    0    0    0    0
## [208,]    0    1    0    0    0    0    0
## [209,]    0    1    0    0    0    0    0
## [210,]    0    1    0    0    0    0    0
## [211,]    0    1    0    0    0    0    0
## [212,]    0    1    0    0    0    0    0
## [213,]    0    1    0    0    0    0    0
## [214,]    0    1    1    0    0    0    0
## [215,]    0    1    1    0    0    0    0
## [216,]    0    1    1    0    0    0    0
## [217,]    0    1    1    0    0    0    0
## [218,]    0    1    1    0    0    0    0
## [219,]    0    1    1    0    0    0    0
## [220,]    0    1    1    0    0    0    0
## [221,]    0    1    1    0    0    0    0
## [222,]    0    1    1    0    0    0    0
## [223,]    0    1    1    0    0    0    0
## [224,]    0    1    1    0    0    0    0
## [225,]    0    1    1    0    1    1    0
## [226,]    0    1    1    1    0    0    0
## [227,]    0    1    1    1    0    0    0
## [228,]    0    1    1    1    1    0    0
## [229,]    0    1    1    1    1    0    0
## [230,]    0    1    1    1    1    0    0
## [231,]    0    1    0    0    0    0    0
## [232,]    0    1    1    1    1    1    1
## [233,]    0    1    1    1    1    1    1
## [234,]    1    0    0    0    0    0    0
## [235,]    1    0    0    0    0    0    0
## [236,]    1    0    0    0    0    0    0
## [237,]    1    0    0    0    0    0    0
## [238,]    1    0    0    0    0    0    0
## [239,]    1    0    0    0    0    0    0
## [240,]    1    0    0    0    0    0    0
## [241,]    1    0    0    0    0    0    0
## [242,]    1    0    0    0    0    0    0
## [243,]    1    0    1    0    0    0    0
## [244,]    1    0    1    0    0    0    0
## [245,]    1    1    0    0    0    0    0
## [246,]    1    1    0    0    0    0    0
## [247,]    1    1    0    0    0    0    0
## [248,]    1    1    0    0    0    0    0
## [249,]    1    1    0    0    0    0    0
## [250,]    1    1    0    0    0    0    0
## [251,]    1    1    0    1    1    1    0
## [252,]    1    1    1    1    0    0    0
## [253,]    1    1    1    1    0    0    0
## [254,]    1    1    1    1    1    0    0
## [255,]    1    1    1    1    1    1    0
## [256,]    0    0    0    0    0    1    0
## [257,]    0    0    0    0    0    1    0
## [258,]    0    0    0    0    0    1    0
## [259,]    0    0    0    0    0    1    0
## [260,]    0    0    0    0    0    1    0
## [261,]    0    0    0    0    0    1    0
## [262,]    0    0    0    0    0    1    0
## [263,]    0    0    0    0    0    1    0
## [264,]    0    0    0    0    0    1    0
## [265,]    0    0    0    0    0    1    0
## [266,]    0    0    0    0    0    1    0
## [267,]    0    0    0    0    0    1    0
## [268,]    0    0    0    0    0    1    0
## [269,]    0    0    0    0    0    1    0
## [270,]    0    0    0    0    0    1    0
## [271,]    0    0    0    0    0    1    0
## [272,]    0    0    0    0    0    1    0
## [273,]    0    0    0    0    0    1    0
## [274,]    0    0    0    0    0    1    0
## [275,]    0    0    0    0    0    1    0
## [276,]    0    0    0    0    0    1    0
## [277,]    0    0    0    0    0    1    0
## [278,]    0    0    0    0    0    1    0
## [279,]    0    0    0    0    0    1    1
## [280,]    0    0    0    0    0    1    1
## [281,]    0    0    0    0    0    1    1
## [282,]    0    0    0    0    0    1    1
## [283,]    0    0    0    0    0    1    1
## [284,]    0    0    0    0    0    1    1
## [285,]    0    0    0    0    0    1    1
## [286,]    0    0    0    0    0    1    1
## [287,]    0    0    0    0    0    1    1
## [288,]    0    0    0    0    0    1    1
## [289,]    0    0    0    0    0    1    1
## [290,]    0    0    0    0    0    1    1
## [291,]    0    0    0    0    0    1    1
## [292,]    0    0    0    0    0    1    1
## [293,]    0    0    0    0    0    1    1
## [294,]    0    0    0    0    0    1    1
## [295,]    0    0    0    0    0    1    1
## [296,]    0    0    0    0    0    1    1
## [297,]    0    0    0    0    0    1    1
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## [510,]    1    1    1    1    1    1    0
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## [524,]    1    1    0    0    0    0    0
## [525,]    1    1    0    0    0    0    0
## [526,]    1    1    0    0    0    0    0
## [527,]    1    1    0    0    0    0    0

Model formulas

Build formulas for each parameter

phi_dot <- list(formula = ~ 1)
phi_sex <- list(formula = ~ sex)
p_sex <- list(formula = ~ sex)

M2

Fit a model based on the design data with constant survival and different detection probabilities between sexes.

cjs_m2 <- crm(
  m2_proc,
  m2_design,
  model.parameters = list(Phi = phi_dot,
                          p = p_sex)
)
## 
 Number of evaluations:  100  -2lnl: 1289.126943
cjs_m2
## 
## crm Model Summary
## 
## Npar :  3
## -2lnL:  1289.117
## AIC  :  1295.117
## 
## Beta
##                  Estimate
## Phi.(Intercept) 0.0793894
## p.(Intercept)   1.7877066
## p.sexMale       0.7906268
predict(object = cjs_m2)
## $Phi
##   occ  estimate
## 1   6 0.5198369
## 
## $p
##      sex occ  estimate
## 1 Female   7 0.8566459
## 2   Male   7 0.9294541

M3

Fit another model based on the design data with different survival and detection probabilities between sexes

cjs_m3 <- crm(
  m2_proc,
  m2_design,
  model.parameters = list(Phi = phi_sex,
                          p = p_sex),
  accumulate = FALSE
)
## 
 Number of evaluations:  100  -2lnl: 1283.680512
 Number of evaluations:  200  -2lnl: 1283.680512
cjs_m3
## 
## crm Model Summary
## 
## Npar :  4
## -2lnL:  1283.681
## AIC  :  1291.681
## 
## Beta
##                    Estimate
## Phi.(Intercept) -0.09718597
## Phi.sexMale      0.34094477
## p.(Intercept)    1.98842948
## p.sexMale        0.46984162
predict(object = cjs_m3)
## $Phi
##      sex occ  estimate
## 1 Female   6 0.4757226
## 2   Male   6 0.5606397
## 
## $p
##      sex occ  estimate
## 1 Female   7 0.8795769
## 2   Male   7 0.9211642

M4

Fit another model based on the design data with time-dependent survival and detection probability time is a variable that was introduced by the make.design.data() function

cjs_m4 <- crm(
  m2_proc,
  m2_design,
  model.parameters = list(Phi = list(formula =  ~ time),
                          p = list(formula =  ~ time)),
  accumulate = FALSE
)
## 
 Number of evaluations:  100  -2lnl: 1244.670707
 Number of evaluations:  200  -2lnl: 1239.725494
 Number of evaluations:  300  -2lnl: 1239.319519
 Number of evaluations:  400  -2lnl: 1239.303701
 Number of evaluations:  500  -2lnl: 1239.314667
 Number of evaluations:  600  -2lnl: 1239.332245
 Number of evaluations:  700  -2lnl: 1240.362774
 Number of evaluations:  800  -2lnl: 1239.305679
 Number of evaluations:  900  -2lnl: 1239.798211
 Number of evaluations:  1000  -2lnl:  1239.31019
 Number of evaluations:  1100  -2lnl: 1239.303675
cjs_m4
## 
## crm Model Summary
## 
## Npar :  12
## -2lnL:  1239.304
## AIC  :  1263.304
## 
## Beta
##                   Estimate
## Phi.(Intercept)  1.5987971
## Phi.time2       -2.6225405
## Phi.time3       -1.8076489
## Phi.time4       -1.1463136
## Phi.time5       -1.3796043
## Phi.time6       -0.6965196
## p.(Intercept)    1.2003709
## p.time3          1.5729892
## p.time4          1.2288969
## p.time5          0.7978441
## p.time6          1.2524201
## p.time7         -0.2257743
predict(object = cjs_m4)
## $Phi
##   time occ  estimate
## 1    6   6 0.7114173
## 2    5   5 0.5545798
## 3    4   4 0.6112295
## 4    3   3 0.4479760
## 5    2   2 0.2642989
## 6    1   1 0.8318502
## 
## $p
##   time occ  estimate
## 1    7   7 0.7260348
## 2    6   6 0.9207653
## 3    5   5 0.8806095
## 4    4   4 0.9190321
## 5    3   3 0.9412192
## 6    2   2 0.7685908

Multiple models + model selection (AIC)

When testing multiple hypotheses, you can speed up model formulation for multiple models.

Caution! Models should always represent hypotheses according to biological meaningful questions, don’t just fit many models without thinking about them. Generally, formulate hypotheses before formulating models!

fit.starlings.cjs.models <- function() {
  # Apparent survival (Phi) formula
  Phi.time <- list(formula = ~ time)
  Phi.sex <- list(formula = ~ sex)
  Phi.sex.time <-
    list(formula = ~ sex * time) # interaction of sex and time
  Phi.habitat.time <- list(formula = ~ habitat * time)
  Phi.dot <- list(formula = ~ 1) # constant survival
  
  # Detection probability (p) formula
  p.sex <- list(formula = ~ sex)  # differs between males and females
  p.time <-
    list(formula = ~ time)  # one discrete estimate of p per capture event
  p.habitat <- list(formula = ~ habitat)
  p.dot <- list(formula = ~ 1) # constant detection
  
  # Construct all combinations and put into one model table
  cml <-
    create.model.list(c("Phi", "p")) # makes all possibile combinations of those parameter formulas
  results <- crm.wrapper(
    cml,
    data = m2_proc,
    ddl = m2_design,
    external = FALSE,
    accumulate = FALSE,
    hessian = TRUE
  )
  return(results)
}

# Run function
starlings_cjs_models <- fit.starlings.cjs.models()
## Phi.dot.p.dot 
## Phi.dot.p.habitat 
## 
 Number of evaluations:  100  -2lnl: 1291.648883Phi.dot.p.sex 
## 
 Number of evaluations:  100  -2lnl: 1289.126943Phi.dot.p.time 
## 
 Number of evaluations:  100  -2lnl: 1286.513634
 Number of evaluations:  200  -2lnl: 1284.979279
 Number of evaluations:  300  -2lnl: 1284.814101
 Number of evaluations:  400  -2lnl: 1284.787142
 Number of evaluations:  500  -2lnl:   1284.8424
 Number of evaluations:  600  -2lnl: 1285.724993
 Number of evaluations:  700  -2lnl:   1284.7819
 Number of evaluations:  100  -2lnl:  1284.88038
 Number of evaluations:  200  -2lnl: 1284.787694Phi.habitat.time.p.dot 
## 
 Number of evaluations:  100  -2lnl:  1227.93774
 Number of evaluations:  200  -2lnl: 1227.288078
 Number of evaluations:  300  -2lnl: 1227.014115
 Number of evaluations:  400  -2lnl: 1226.986396
 Number of evaluations:  500  -2lnl:  1226.97569
 Number of evaluations:  600  -2lnl: 1227.007945
 Number of evaluations:  700  -2lnl: 1226.992285
 Number of evaluations:  800  -2lnl: 1227.142454
 Number of evaluations:  900  -2lnl: 1226.984833
 Number of evaluations:  1000  -2lnl: 1227.016204
 Number of evaluations:  1100  -2lnl: 1226.985726
 Number of evaluations:  1200  -2lnl: 1227.030263
 Number of evaluations:  1300  -2lnl:  1226.99256
 Number of evaluations:  1400  -2lnl:  1226.97546
 Number of evaluations:  100  -2lnl: 1227.911352
 Number of evaluations:  200  -2lnl: 1227.036511
 Number of evaluations:  300  -2lnl: 1227.646509
 Number of evaluations:  400  -2lnl: 1227.025231
 Number of evaluations:  500  -2lnl: 1227.074533
 Number of evaluations:  600  -2lnl: 1226.990534
 Number of evaluations:  700  -2lnl: 1228.152346Phi.habitat.time.p.habitat 
## 
 Number of evaluations:  100  -2lnl:  1227.79551
 Number of evaluations:  200  -2lnl: 1227.120457
 Number of evaluations:  300  -2lnl: 1226.906674
 Number of evaluations:  400  -2lnl: 1226.799329
 Number of evaluations:  500  -2lnl: 1226.769009
 Number of evaluations:  600  -2lnl: 1226.766748
 Number of evaluations:  700  -2lnl: 1226.767176
 Number of evaluations:  800  -2lnl: 1226.839261
 Number of evaluations:  900  -2lnl: 1226.769448
 Number of evaluations:  1000  -2lnl: 1226.849578
 Number of evaluations:  1100  -2lnl: 1226.768915
 Number of evaluations:  1200  -2lnl: 1226.971117
 Number of evaluations:  1300  -2lnl: 1226.793747
 Number of evaluations:  1400  -2lnl:  1226.80454
 Number of evaluations:  1500  -2lnl: 1226.766644
 Number of evaluations:  100  -2lnl: 1227.604133
 Number of evaluations:  200  -2lnl: 1226.815512
 Number of evaluations:  300  -2lnl:  1227.74426
 Number of evaluations:  400  -2lnl:  1226.81178
 Number of evaluations:  500  -2lnl: 1226.980183
 Number of evaluations:  600  -2lnl: 1226.777627
 Number of evaluations:  700  -2lnl: 1228.149466
 Number of evaluations:  800  -2lnl: 1226.800166Phi.habitat.time.p.sex 
## 
 Number of evaluations:  100  -2lnl:  1226.29305
 Number of evaluations:  200  -2lnl: 1225.546506
 Number of evaluations:  300  -2lnl: 1225.331577
 Number of evaluations:  400  -2lnl: 1225.233333
 Number of evaluations:  500  -2lnl:  1225.22303
 Number of evaluations:  600  -2lnl: 1225.221478
 Number of evaluations:  700  -2lnl: 1225.222961
 Number of evaluations:  800  -2lnl: 1225.255474
 Number of evaluations:  900  -2lnl: 1225.242417
 Number of evaluations:  1000  -2lnl: 1225.280464
 Number of evaluations:  1100  -2lnl: 1225.239853
 Number of evaluations:  1200  -2lnl: 1225.252553
 Number of evaluations:  1300  -2lnl: 1225.232904
 Number of evaluations:  1400  -2lnl: 1225.239373
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 Number of evaluations:  800  -2lnl: 1225.258312Phi.habitat.time.p.time 
## 
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 Number of evaluations:  1300  -2lnl: 1224.284561Phi.sex.p.dot 
## 
 Number of evaluations:  100  -2lnl: 1284.579877Phi.sex.p.habitat 
## 
 Number of evaluations:  100  -2lnl: 1284.362121
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## 
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## 
 Number of evaluations:  100  -2lnl: 1285.058065
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 Number of evaluations:  100  -2lnl: 1278.487128
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## 
 Number of evaluations:  100  -2lnl: 1226.568152
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## 
 Number of evaluations:  100  -2lnl:  1226.27436
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 Number of evaluations:  800  -2lnl: 1225.094514Phi.sex.time.p.sex 
## 
 Number of evaluations:  100  -2lnl: 1226.094895
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## 
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 Number of evaluations:  1300  -2lnl: 1223.262178Phi.time.p.dot 
## 
 Number of evaluations:  100  -2lnl: 1242.648575
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## 
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## 
 Number of evaluations:  100  -2lnl: 1240.930825
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## 
 Number of evaluations:  100  -2lnl: 1244.670707
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 Number of evaluations:  400  -2lnl: 1239.422373
 Number of evaluations:  500  -2lnl: 1239.433946
 Number of evaluations:  600  -2lnl: 1239.305696

Model fitting summary

summary(starlings_cjs_models)
##                            Length Class      Mode
## Phi.dot.p.dot              5      crm        list
## Phi.dot.p.habitat          5      crm        list
## Phi.dot.p.sex              5      crm        list
## Phi.dot.p.time             5      crm        list
## Phi.habitat.time.p.dot     5      crm        list
## Phi.habitat.time.p.habitat 5      crm        list
## Phi.habitat.time.p.sex     5      crm        list
## Phi.habitat.time.p.time    5      crm        list
## Phi.sex.p.dot              5      crm        list
## Phi.sex.p.habitat          5      crm        list
## Phi.sex.p.sex              5      crm        list
## Phi.sex.p.time             5      crm        list
## Phi.sex.time.p.dot         5      crm        list
## Phi.sex.time.p.habitat     5      crm        list
## Phi.sex.time.p.sex         5      crm        list
## Phi.sex.time.p.time        5      crm        list
## Phi.time.p.dot             5      crm        list
## Phi.time.p.habitat         5      crm        list
## Phi.time.p.sex             5      crm        list
## Phi.time.p.time            5      crm        list
## model.table                7      data.frame list

Time-dependent variables in CJS models

Now, we have already learned how we can incorporate static individual covariates. But covariates can also vary between sampling occasions. Here, we are interested how a binary but time-varying variable heat-wave will impact survival and detection probabilities. First, we will create a binary variable. In addition, we will see how continuous individual covariates (here: weight) can be used to describe demographic parameters. Caution, here we just assume weight to be constant across an individuals’ life (of course it is not), but we can’t document the weight of individuals that are not captured. There are ways to incorporate missing data (e.g. imputation or assigning weight classes such as small, medium, large), but we will not cover them here.

# create variable
Heat_wave <- matrix(rep(c(0, 1, 1, 0, 0, 0), each = nrow(starlings)),
                    ncol =6)
# rename columns
colnames(Heat_wave) = paste("Heat_wave", 1:6, sep = "")

#bind rows
starlings_heatwave <- cbind(starlings, Heat_wave)

#generate some random weight 
starlings_heatwave$weight <- round(rnorm(nrow(starlings), 80, 3))


#prepare data
starlings.proc <- process.data(starlings_heatwave)

# Design matrix for survival
design.Phi <-
  list(static = c("weight", "sex"),
       time.varying = c("Heat_wave"))

# Design matrix for detection
design.p <- list(static = c("sex"))

# combine in one list
design.parameters <- list(Phi = design.Phi, p = design.p)

# processed data and design parameters into model design matrix
m3_design <- make.design.data(data = starlings.proc,
                              parameters = design.parameters)

#check the names in the design matrices
names(m3_design$Phi)
##  [1] "id"        "occ"       "time"      "cohort"    "age"       "Heat_wave"
##  [7] "weight"    "sex"       "Time"      "Cohort"    "Age"       "order"
names(m3_design$p)
##  [1] "id"     "occ"    "time"   "cohort" "age"    "sex"    "Time"   "Cohort"
##  [9] "Age"    "fix"    "order"
# Define survival prob.
Phi.heat.sex <- list(formula =  ~ Heat_wave * sex)

# Define detection prob.
p.sex <- list(formula =  ~ sex)

# fit the model
m3 <- crm(
  starlings.proc,
  m3_design,
  hessian = TRUE,
  model.parameters = list(Phi = Phi.heat.sex,
                          p = p.sex)
)
## 
 Number of evaluations:  100  -2lnl: 1244.121204
 Number of evaluations:  200  -2lnl: 1243.974874
 Number of evaluations:  300  -2lnl: 1244.044779
 Number of evaluations:  100  -2lnl: 1245.196681
predict(m3)
## $Phi
##   Heat_wave    sex occ  estimate         se       lcl       ucl
## 1         0 Female   6 0.5888999 0.03365102 0.5217320 0.6529102
## 2         0   Male   6 0.6029780 0.03050136 0.5419426 0.6609683
## 3         1 Female   3 0.2874165 0.03769815 0.2194742 0.3665152
## 4         1   Male   3 0.4682230 0.04526839 0.3813970 0.5570169
## 
## $p
##      sex occ  estimate         se       lcl       ucl
## 1 Female   7 0.8722827 0.03817459 0.7772436 0.9304042
## 2   Male   7 0.9191637 0.02691341 0.8482694 0.9585520

More complex models & predicting

Here, we are interested in individual weight.

Phi.weight.heat <-list(formula=~weight*Heat_wave)
p.sex <-list(formula=~sex)


m4 <- crm(
  starlings.proc,
  m3_design,
  hessian = TRUE,
  model.parameters = list(Phi = Phi.weight.heat,
                          p = p.sex)
)
## 
 Number of evaluations:  100  -2lnl: 1252.677436
 Number of evaluations:  200  -2lnl:  1255.89512
 Number of evaluations:  300  -2lnl: 1252.968609
 Number of evaluations:  400  -2lnl: 1252.676557
 Number of evaluations:  100  -2lnl: 1257.437678
#predict model output
predict(m4)
## $Phi
##    weight Heat_wave occ  estimate         se       lcl       ucl
## 1      79         0   6 0.6003154 0.02366211 0.5531702 0.6456726
## 2      78         0   6 0.6030211 0.02649719 0.5501114 0.6536262
## 3      76         0   6 0.6084135 0.03577190 0.5365250 0.6758874
## 4      87         0   6 0.5784621 0.05581375 0.4670070 0.6824580
## 5      84         0   6 0.5866981 0.03700753 0.5127970 0.6568898
## 6      77         0   6 0.6057205 0.03070027 0.5442351 0.6640317
## 7      82         0   6 0.5921622 0.02713701 0.5380946 0.6440871
## 8      80         0   6 0.5976036 0.02274455 0.5523348 0.6412679
## 9      81         0   6 0.5948858 0.02399419 0.5471243 0.6409161
## 10     85         0   6 0.5839579 0.04294503 0.4981462 0.6649652
## 11     75         0   6 0.6110998 0.04137545 0.5276484 0.6885113
## 12     83         0   6 0.5894329 0.03163288 0.5263314 0.6497225
## 13     86         0   6 0.5812125 0.04925269 0.4827940 0.6735658
## 14     73         0   6 0.6164522 0.05343803 0.5078826 0.7145325
## 15     74         0   4 0.6137795 0.04730548 0.5180168 0.7014801
## 16     90         0   4 0.5701823 0.07641024 0.4186053 0.7096513
## 17     80         1   3 0.3691765 0.02984352 0.3128306 0.4293305
## 18     86         1   3 0.4125508 0.06882940 0.2869833 0.5506308
## 19     78         1   3 0.3551391 0.03739509 0.2856581 0.4313161
## 20     77         1   3 0.3482111 0.04407812 0.2674567 0.4387446
## 21     81         1   3 0.3762808 0.03081215 0.3180633 0.4383054
## 22     79         1   3 0.3621284 0.03230885 0.3014750 0.4275162
## 23     84         1   3 0.3979045 0.04992160 0.3052082 0.4985524
## 24     83         1   3 0.3906476 0.04173233 0.3125535 0.4747780
## 25     82         1   3 0.3834388 0.03507171 0.3174010 0.4540764
## 26     76         1   3 0.3413467 0.05162750 0.2483609 0.4483786
## 27     87         1   3 0.4199341 0.07901220 0.2771182 0.5775476
## 28     85         1   3 0.4052065 0.05906622 0.2964706 0.5241130
## 29     75         1   2 0.3345482 0.05961159 0.2292578 0.4593738
## 30     88         0   6 0.5757068 0.06255565 0.4509656 0.6914950
## 31     72         0   5 0.6191180 0.05969651 0.4974060 0.7275026
## 32     74         1   3 0.3278177 0.06778289 0.2106540 0.4712427
## 33     72         1   2 0.3145687 0.08415756 0.1759748 0.4965423
## 
## $p
##      sex occ  estimate         se       lcl       ucl
## 1 Female   7 0.8568973 0.03983628 0.7600623 0.9188251
## 2   Male   7 0.9240681 0.02511068 0.8578462 0.9608486

Okay, we get estimates for each measured weight now, this is not really useful (imagine we would measure weight more precisely and end up with many more parameters).

In this case, it is very useful to create a new data frame, and use the predict function on that data:

new_starling <- expand.grid(sex=c("Female","Male"),weight=60:80,Heat_wave1=0,
       Heat_wave2=1,Heat_wave3=1,Heat_wave4=0,Heat_wave5=0,Heat_wave6=0) 

# predict with the newdata option
prediction <- predict(m4,newdata=new_starling,se=TRUE)

# Instead of binary factor, use the actual name
prediction$Phi$Heat_wave = factor(prediction$Phi$Heat_wave, labels = c("No_Heatwave", "Heatwave"))

# plot data
ggplot(prediction$Phi, aes(weight, estimate, ymin = lcl, ymax = ucl)) +
  geom_errorbar(width = 0.2) +
  geom_point() +
  geom_line() +
  xlab("\nWeight") + ylab("Survival\n") + facet_grid(Heat_wave ~ .)

Exercise

Some exercises:

Exercise 6.1

The data set starlings contains one column (“infected”) that represents an infection with an incurable disease (i.e. a static variable comparable to sex). Formulate hypothesis associated with this infection status (write them down!) & try to build simple CMR models. Think about why infection could matter for capture probability or survival. There are some NAs in the data set, maybe try ?na-omit() and remove some of the observations without data from all analyses.Discuss the results in one sentence

Exercise 6.2

In our previous model (m3), we saw that sex & heatwave played an important role in individual survival. Formulate a model that additionally accounts for the habitat type (hint: * or :)

Exercise 6.3 (advanced)

This exercise will require some data-wrangling, the data set is not yet prepared: In the file locations, you will find measured temperatures for each year.

(Hint: You might need dplyr::left_join() and dplyr::rename() to get all data in the right format and bind the rows according to the habitat type.)

Test how temperature affects survival, and how sex affects detection probability. Then predict the survival probabilities for extreme weather scenarios (temperatures of 30,33,35,38,41,44 degree Celsius)

Session Info 
Sys.time()
## [1] "2024-12-05 14:47:12 CET"
#git2r::repository() ## uncomment if you are using GitHub
sessionInfo()
## R version 4.3.2 (2023-10-31 ucrt)
## Platform: x86_64-w64-mingw32/x64 (64-bit)
## Running under: Windows 10 x64 (build 19044)
## 
## Matrix products: default
## 
## 
## locale:
## [1] LC_COLLATE=English_United Kingdom.utf8 
## [2] LC_CTYPE=English_United Kingdom.utf8   
## [3] LC_MONETARY=English_United Kingdom.utf8
## [4] LC_NUMERIC=C                           
## [5] LC_TIME=C                              
## 
## time zone: Europe/Berlin
## tzcode source: internal
## 
## attached base packages:
## [1] parallel  stats     graphics  grDevices utils     datasets  methods  
## [8] base     
## 
## other attached packages:
##  [1] d6berlin_1.0.0          rnaturalearthdata_1.0.0 devtools_2.4.5         
##  [4] usethis_2.2.2           tmap_3.3-4              sf_1.0-15              
##  [7] lubridate_1.9.3         forcats_1.0.0           stringr_1.5.1          
## [10] dplyr_1.1.4             purrr_1.0.2             readr_2.1.5            
## [13] tidyr_1.3.1             tibble_3.2.1            ggplot2_3.4.4          
## [16] tidyverse_2.0.0         skimr_2.1.5             marked_1.2.8           
## [19] lme4_1.1-35.1           Matrix_1.6-1.1          here_1.0.1             
## 
## loaded via a namespace (and not attached):
##   [1] RColorBrewer_1.1-3  wk_0.9.1            rstudioapi_0.15.0  
##   [4] jsonlite_1.8.8      magrittr_2.0.3      farver_2.1.1       
##   [7] nloptr_2.0.3        rmarkdown_2.25      fs_1.6.3           
##  [10] ragg_1.2.6          vctrs_0.6.4         memoise_2.0.1      
##  [13] minqa_1.2.6         base64enc_0.1-3     terra_1.7-65       
##  [16] htmltools_0.5.7     leafsync_0.1.0      curl_5.2.0         
##  [19] truncnorm_1.0-9     s2_1.1.6            raster_3.6-26      
##  [22] sass_0.4.7          pracma_2.4.4        KernSmooth_2.23-22 
##  [25] bslib_0.6.0         htmlwidgets_1.6.3   stars_0.6-4        
##  [28] cachem_1.0.8        TMB_1.9.14          mime_0.12          
##  [31] lifecycle_1.0.4     pkgconfig_2.0.3     optimx_2023-10.21  
##  [34] R6_2.5.1            fastmap_1.1.1       shiny_1.8.0        
##  [37] digest_0.6.34       numDeriv_2016.8-1.1 colorspace_2.1-0   
##  [40] ps_1.7.5            rprojroot_2.0.4     prismatic_1.1.1    
##  [43] leafem_0.2.3        pkgload_1.3.3       textshaping_0.3.7  
##  [46] crosstalk_1.2.1     labeling_0.4.3      lwgeom_0.2-13      
##  [49] fansi_1.0.5         timechange_0.2.0    abind_1.4-5        
##  [52] compiler_4.3.2      remotes_2.4.2.1     proxy_0.4-27       
##  [55] bit64_4.0.5         withr_2.5.2         DBI_1.2.1          
##  [58] highr_0.10          pkgbuild_1.4.2      MASS_7.3-60        
##  [61] sessioninfo_1.2.2   tmaptools_3.1-1     leaflet_2.2.1      
##  [64] classInt_0.4-10     tools_4.3.2         units_0.8-5        
##  [67] httpuv_1.6.12       R2admb_0.7.16.3     glue_1.7.0         
##  [70] callr_3.7.3         nlme_3.1-163        promises_1.2.1     
##  [73] grid_4.3.2          generics_0.1.3      gtable_0.3.4       
##  [76] tzdb_0.4.0          class_7.3-22        rmdformats_1.0.4   
##  [79] data.table_1.15.2   hms_1.1.3           sp_2.1-2           
##  [82] xml2_1.3.5          utf8_1.2.4          pillar_1.9.0       
##  [85] vroom_1.6.5         ggspatial_1.1.9     later_1.3.1        
##  [88] splines_4.3.2       lattice_0.22-5      bit_4.0.5          
##  [91] tidyselect_1.2.1    miniUI_0.1.1.1      knitr_1.45         
##  [94] bookdown_0.36       svglite_2.1.3       xfun_0.41          
##  [97] expm_1.0-0          stringi_1.8.2       yaml_2.3.7         
## [100] boot_1.3-28.1       kableExtra_1.4.0    evaluate_0.23      
## [103] codetools_0.2-19    cli_3.6.2           xtable_1.8-4       
## [106] systemfonts_1.0.5   repr_1.1.7          munsell_0.5.0      
## [109] processx_3.8.2      jquerylib_0.1.4     dichromat_2.0-0.1  
## [112] Rcpp_1.0.12         coda_0.19-4.1       png_0.1-8          
## [115] XML_3.99-0.16.1     ellipsis_0.3.2      prettyunits_1.2.0  
## [118] profvis_0.3.8       urlchecker_1.0.1    viridisLite_0.4.2  
## [121] scales_1.2.1        e1071_1.7-14        crayon_1.5.2       
## [124] rlang_1.1.3